## Warning: package 'ggplot2' was built under R version 3.2.4
## 
## Call:
## lm(formula = DTover ~ DTzscores[, 2] + DTzscores[, 3] + DTzscores[, 
##     4] + DTzscores[, 5] + DTzscores[, 6] + DTzscores[, 7] + DTzscores[, 
##     8] + DTzscores[, 9] + DTzscores[, 10] + DTzscores[, 11] + 
##     DTzscores[, 12] + DTzscores[, 13] + DTzscores[, 14] + DTzscores[, 
##     15] + DTzscores[, 16], data = DTzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.068512 -0.027153  0.002203  0.029318  0.075070 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      1.062e-15  3.076e-03   0.000    1.000    
## DTzscores[, 2]   6.740e-02  5.491e-03  12.275  < 2e-16 ***
## DTzscores[, 3]   5.082e-02  5.220e-03   9.735  < 2e-16 ***
## DTzscores[, 4]   1.869e-01  4.050e-03  46.146  < 2e-16 ***
## DTzscores[, 5]   4.967e-02  5.147e-03   9.650  < 2e-16 ***
## DTzscores[, 6]   4.447e-01  6.204e-03  71.678  < 2e-16 ***
## DTzscores[, 7]   1.173e-01  5.479e-03  21.401  < 2e-16 ***
## DTzscores[, 8]   1.473e-03  3.241e-03   0.454    0.650    
## DTzscores[, 9]  -1.502e-03  3.923e-03  -0.383    0.702    
## DTzscores[, 10]  3.986e-03  3.606e-03   1.105    0.271    
## DTzscores[, 11]  1.676e-01  4.081e-03  41.060  < 2e-16 ***
## DTzscores[, 12]  2.962e-01  4.318e-03  68.599  < 2e-16 ***
## DTzscores[, 13]  1.926e-01  5.718e-03  33.691  < 2e-16 ***
## DTzscores[, 14]  3.907e-02  5.064e-03   7.715 4.27e-12 ***
## DTzscores[, 15]  1.724e-01  6.674e-03  25.836  < 2e-16 ***
## DTzscores[, 16]  1.395e-03  3.686e-03   0.378    0.706    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0356 on 118 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9987 
## F-statistic:  7040 on 15 and 118 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = DTover ~ DTReduced[, 2] + DTReduced[, 3] + DTReduced[, 
##     4] + DTReduced[, 5] + DTReduced[, 6] + DTReduced[, 7] + DTReduced[, 
##     8] + DTReduced[, 9] + DTReduced[, 10] + DTReduced[, 11] + 
##     DTReduced[, 12], data = DTReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.066775 -0.031300  0.003309  0.029588  0.070440 
## 
## Coefficients:
##                  Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     1.063e-15  3.050e-03   0.000        1    
## DTReduced[, 2]  6.741e-02  5.350e-03  12.600  < 2e-16 ***
## DTReduced[, 3]  5.045e-02  5.059e-03   9.972  < 2e-16 ***
## DTReduced[, 4]  1.881e-01  3.868e-03  48.624  < 2e-16 ***
## DTReduced[, 5]  5.040e-02  4.866e-03  10.359  < 2e-16 ***
## DTReduced[, 6]  4.452e-01  6.070e-03  73.341  < 2e-16 ***
## DTReduced[, 7]  1.168e-01  5.404e-03  21.610  < 2e-16 ***
## DTReduced[, 8]  1.662e-01  3.892e-03  42.710  < 2e-16 ***
## DTReduced[, 9]  2.955e-01  4.181e-03  70.674  < 2e-16 ***
## DTReduced[, 10] 1.929e-01  5.562e-03  34.685  < 2e-16 ***
## DTReduced[, 11] 4.036e-02  4.860e-03   8.303 1.61e-13 ***
## DTReduced[, 12] 1.721e-01  6.372e-03  27.009  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.03531 on 122 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9988 
## F-statistic:  9761 on 11 and 122 DF,  p-value: < 2.2e-16

## K-means clustering with 5 clusters of sizes 4, 2, 4, 1, 4
## 
## Cluster means:
##       Speed Acceleration    Strength   Agility  Awareness     Tackle
## 1 15.861800     9.713893  -0.8833043 13.991373  -6.245736  -1.378956
## 2 -9.134048    -2.757379  18.5623106 12.379222 144.800303  36.705897
## 3 12.319184     7.775418   0.5912496 28.155496  28.169790  12.175303
## 4 30.823140    19.802940 -24.1046459 48.815116  10.829088 -13.275222
## 5 -7.778083    -4.055970  19.6549770 -1.930002  26.376473  27.711677
##      Injury   Stamina  Toughness Power.Moves Finesse.Moves Block.Shedding
## 1 6.9989058  5.569156   2.242341    5.197719      15.61108      -1.055128
## 2 2.1764112 27.810291  33.599540   27.783105       7.39353      33.574066
## 3 2.2762316 23.655117   6.890388   27.898089      27.73122      10.838009
## 4 0.8377286 24.291662 -10.226125   12.437493     152.85787     -32.626529
## 5 4.2435192  6.925233  24.426439    8.281646     -20.05813      34.344378
##     Pursuit Play.Recognition  Hit.Power
## 1  7.514322        -9.987950  23.320320
## 2 42.223067       151.781478 -22.752357
## 3 34.079326        26.928052   9.901737
## 4 25.380597         3.957973  10.980530
## 5 17.218073        34.844434   6.515486
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                1                1                5                3 
##        Awareness           Tackle           Injury          Stamina 
##                2                5                1                3 
##        Toughness      Power.Moves    Finesse.Moves   Block.Shedding 
##                5                3                4                5 
##          Pursuit Play.Recognition        Hit.Power 
##                3                2                1 
## 
## Within cluster sum of squares by cluster:
## [1] 7767.3604  904.6622 5128.0100    0.0000 5568.2007
##  (between_SS / total_SS =  86.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 3 clusters of sizes 3, 4, 4
## 
## Cluster means:
##         Speed Acceleration   Strength     Agility Awareness     Tackle
## 1 -0.22866986  -0.19081298  0.6652809 -0.08122546 0.3018225  0.7421937
## 2  0.68629852   0.66870840 -0.2600651  0.65373281 0.0392112 -0.1135275
## 3  0.03355375   0.07822585  0.1857673  0.30370755 0.6585416  0.4195859
##   Power.Moves Finesse.Moves Block.Shedding   Pursuit Play.Recognition
## 1   0.2277582    -0.2895130      0.7782748 0.3356184        0.4016463
## 2   0.2379078     0.6012486     -0.2190733 0.2969063       -0.0297317
## 3   0.5523858     0.1288064      0.3447809 0.6083855        0.6555369
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                2                2                1                2 
##        Awareness           Tackle      Power.Moves    Finesse.Moves 
##                3                1                3                2 
##   Block.Shedding          Pursuit Play.Recognition 
##                1                3                3 
## 
## Within cluster sum of squares by cluster:
## [1] 0.6635977 1.1210287 1.5681831
##  (between_SS / total_SS =  78.3 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = DTover ~ DTzscores[, 2] + DTzscores[, 3] + DTzscores[, 
##     4] + DTzscores[, 5] + DTzscores[, 6] + DTzscores[, 7] + DTzscores[, 
##     8] + DTzscores[, 9] + DTzscores[, 10] + DTzscores[, 11] + 
##     DTzscores[, 12] + DTzscores[, 13] + DTzscores[, 14] + DTzscores[, 
##     15] + DTzscores[, 16], data = DTzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.068512 -0.027153  0.002203  0.029318  0.075070 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      1.062e-15  3.076e-03   0.000    1.000    
## DTzscores[, 2]   6.740e-02  5.491e-03  12.275  < 2e-16 ***
## DTzscores[, 3]   5.082e-02  5.220e-03   9.735  < 2e-16 ***
## DTzscores[, 4]   1.869e-01  4.050e-03  46.146  < 2e-16 ***
## DTzscores[, 5]   4.967e-02  5.147e-03   9.650  < 2e-16 ***
## DTzscores[, 6]   4.447e-01  6.204e-03  71.678  < 2e-16 ***
## DTzscores[, 7]   1.173e-01  5.479e-03  21.401  < 2e-16 ***
## DTzscores[, 8]   1.473e-03  3.241e-03   0.454    0.650    
## DTzscores[, 9]  -1.502e-03  3.923e-03  -0.383    0.702    
## DTzscores[, 10]  3.986e-03  3.606e-03   1.105    0.271    
## DTzscores[, 11]  1.676e-01  4.081e-03  41.060  < 2e-16 ***
## DTzscores[, 12]  2.962e-01  4.318e-03  68.599  < 2e-16 ***
## DTzscores[, 13]  1.926e-01  5.718e-03  33.691  < 2e-16 ***
## DTzscores[, 14]  3.907e-02  5.064e-03   7.715 4.27e-12 ***
## DTzscores[, 15]  1.724e-01  6.674e-03  25.836  < 2e-16 ***
## DTzscores[, 16]  1.395e-03  3.686e-03   0.378    0.706    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0356 on 118 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9987 
## F-statistic:  7040 on 15 and 118 DF,  p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 4, 2, 4, 1, 4
## 
## Cluster means:
##       Speed Acceleration    Strength   Agility  Awareness     Tackle
## 1 15.861800     9.713893  -0.8833043 13.991373  -6.245736  -1.378956
## 2 -9.134048    -2.757379  18.5623106 12.379222 144.800303  36.705897
## 3 12.319184     7.775418   0.5912496 28.155496  28.169790  12.175303
## 4 30.823140    19.802940 -24.1046459 48.815116  10.829088 -13.275222
## 5 -7.778083    -4.055970  19.6549770 -1.930002  26.376473  27.711677
##      Injury   Stamina  Toughness Power.Moves Finesse.Moves Block.Shedding
## 1 6.9989058  5.569156   2.242341    5.197719      15.61108      -1.055128
## 2 2.1764112 27.810291  33.599540   27.783105       7.39353      33.574066
## 3 2.2762316 23.655117   6.890388   27.898089      27.73122      10.838009
## 4 0.8377286 24.291662 -10.226125   12.437493     152.85787     -32.626529
## 5 4.2435192  6.925233  24.426439    8.281646     -20.05813      34.344378
##     Pursuit Play.Recognition  Hit.Power
## 1  7.514322        -9.987950  23.320320
## 2 42.223067       151.781478 -22.752357
## 3 34.079326        26.928052   9.901737
## 4 25.380597         3.957973  10.980530
## 5 17.218073        34.844434   6.515486
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                1                1                5                3 
##        Awareness           Tackle           Injury          Stamina 
##                2                5                1                3 
##        Toughness      Power.Moves    Finesse.Moves   Block.Shedding 
##                5                3                4                5 
##          Pursuit Play.Recognition        Hit.Power 
##                3                2                1 
## 
## Within cluster sum of squares by cluster:
## [1] 7767.3604  904.6622 5128.0100    0.0000 5568.2007
##  (between_SS / total_SS =  86.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## [1] 0.55661998 0.41969477 0.01216471 0.01152055
## [1] 0.7206287 0.2793713
## [1] 0.1937661 0.0000000 0.6538191 0.1524148
## [1] 1
## [1] 0.373213309 0.234231788 0.007959488 0.384595416
## K-means clustering with 3 clusters of sizes 3, 4, 4
## 
## Cluster means:
##         Speed Acceleration   Strength     Agility Awareness     Tackle
## 1 -0.22866986  -0.19081298  0.6652809 -0.08122546 0.3018225  0.7421937
## 2  0.68629852   0.66870840 -0.2600651  0.65373281 0.0392112 -0.1135275
## 3  0.03355375   0.07822585  0.1857673  0.30370755 0.6585416  0.4195859
##   Power.Moves Finesse.Moves Block.Shedding   Pursuit Play.Recognition
## 1   0.2277582    -0.2895130      0.7782748 0.3356184        0.4016463
## 2   0.2379078     0.6012486     -0.2190733 0.2969063       -0.0297317
## 3   0.5523858     0.1288064      0.3447809 0.6083855        0.6555369
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                2                2                1                2 
##        Awareness           Tackle      Power.Moves    Finesse.Moves 
##                3                1                3                2 
##   Block.Shedding          Pursuit Play.Recognition 
##                1                3                3 
## 
## Within cluster sum of squares by cluster:
## [1] 0.6635977 1.1210287 1.5681831
##  (between_SS / total_SS =  78.3 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = DTover ~ DTReduced[, 2] + DTReduced[, 3] + DTReduced[, 
##     4] + DTReduced[, 5] + DTReduced[, 6] + DTReduced[, 7] + DTReduced[, 
##     8] + DTReduced[, 9] + DTReduced[, 10] + DTReduced[, 11] + 
##     DTReduced[, 12], data = DTReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.066775 -0.031300  0.003309  0.029588  0.070440 
## 
## Coefficients:
##                  Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     1.063e-15  3.050e-03   0.000        1    
## DTReduced[, 2]  6.741e-02  5.350e-03  12.600  < 2e-16 ***
## DTReduced[, 3]  5.045e-02  5.059e-03   9.972  < 2e-16 ***
## DTReduced[, 4]  1.881e-01  3.868e-03  48.624  < 2e-16 ***
## DTReduced[, 5]  5.040e-02  4.866e-03  10.359  < 2e-16 ***
## DTReduced[, 6]  4.452e-01  6.070e-03  73.341  < 2e-16 ***
## DTReduced[, 7]  1.168e-01  5.404e-03  21.610  < 2e-16 ***
## DTReduced[, 8]  1.662e-01  3.892e-03  42.710  < 2e-16 ***
## DTReduced[, 9]  2.955e-01  4.181e-03  70.674  < 2e-16 ***
## DTReduced[, 10] 1.929e-01  5.562e-03  34.685  < 2e-16 ***
## DTReduced[, 11] 4.036e-02  4.860e-03   8.303 1.61e-13 ***
## DTReduced[, 12] 1.721e-01  6.372e-03  27.009  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.03531 on 122 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9988 
## F-statistic:  9761 on 11 and 122 DF,  p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 3, 4, 4
## 
## Cluster means:
##         Speed Acceleration   Strength     Agility Awareness     Tackle
## 1 -0.22866986  -0.19081298  0.6652809 -0.08122546 0.3018225  0.7421937
## 2  0.68629852   0.66870840 -0.2600651  0.65373281 0.0392112 -0.1135275
## 3  0.03355375   0.07822585  0.1857673  0.30370755 0.6585416  0.4195859
##   Power.Moves Finesse.Moves Block.Shedding   Pursuit Play.Recognition
## 1   0.2277582    -0.2895130      0.7782748 0.3356184        0.4016463
## 2   0.2379078     0.6012486     -0.2190733 0.2969063       -0.0297317
## 3   0.5523858     0.1288064      0.3447809 0.6083855        0.6555369
## 
## Clustering vector:
##            Speed     Acceleration         Strength          Agility 
##                2                2                1                2 
##        Awareness           Tackle      Power.Moves    Finesse.Moves 
##                3                1                3                2 
##   Block.Shedding          Pursuit Play.Recognition 
##                1                3                3 
## 
## Within cluster sum of squares by cluster:
## [1] 0.6635977 1.1210287 1.5681831
##  (between_SS / total_SS =  78.3 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## [1] 0.3778626 0.2346324 0.3875050
## [1] 0.1453554 0.1087847 0.1086769 0.6371830
## [1] 0.54038307 0.20173330 0.04898891 0.20889472

##          OVR      Speed Acceleration   Strength    Agility   Awareness
## 1  0.5992623  0.9373257    0.8925093 -0.8765396  0.7172610  0.62545947
## 2  1.2909346 -0.7904959   -0.5129204  0.9677800  0.1030052  1.04749261
## 3 -0.8297581  0.4033648    0.3840726 -0.4844150  0.1179870 -0.96843854
## 4  1.9442251  1.2968724    1.0889392  0.9561032  1.8735074  0.80941580
## 5 -0.2714931 -0.6414838   -0.6641888  0.2676392 -0.7020314  0.09174085
##         Tackle     Injury    Stamina   Toughness Power.Moves Finesse.Moves
## 1 -0.211594245 -0.3511507  0.5829579  0.07735523   0.2471384     1.0962700
## 2  1.502923010  0.4731418  0.4940118  0.33439184   0.6920181    -0.3180806
## 3 -0.683897436  0.1049595 -0.4761407 -0.48459364  -0.2833730     0.2601242
## 4  0.989168716  0.4259685  1.8542360  1.06175077   2.0869468     0.9910483
## 5  0.001999353 -0.1721898 -0.2858501  0.09108629  -0.4169040    -0.6866663
##   Block.Shedding    Pursuit Play.Recognition  Hit.Power
## 1     -0.5886913  0.4762549        0.5320860 -0.2757562
## 2      1.3870436  1.1821585        1.1415972 -0.1762138
## 3     -0.6171016 -0.4027762       -1.0324180  0.3479837
## 4      1.1072004  1.6649638        0.8021291  1.0989841
## 5      0.1087200 -0.4953854        0.1507383 -0.3000083

##         Speed Acceleration   Strength    Agility   Awareness     Tackle
## 1  0.59410353   0.55344218 -1.1204461  0.6169592  0.01674963 -0.5492664
## 2 -0.02254687  -0.07672831  0.5242973 -0.2526915 -0.45533423  0.3965191
## 3 -1.02982933  -1.08807130  0.5576001 -0.5739672  0.50732162  0.9921004
## 4  0.77708294   0.87066904 -0.2235339  0.6314173 -0.76118075 -0.6381320
## 5 -0.34765261  -0.26451319  0.3109027 -0.3743273  0.65659304 -0.2010055
##       Injury    Stamina  Toughness Power.Moves Finesse.Moves
## 1 -0.7859514  0.3287279 -0.4090190  0.51852527     0.5344986
## 2  0.2948458 -0.2284841  0.1344232 -0.09577871    -0.5603012
## 3 -0.4197555 -0.3061252 -0.1873707  0.07566397    -0.7415409
## 4  0.7224336 -0.1918205 -0.3348944 -0.19212975     1.1000007
## 5  0.3080982  0.3042415  0.6896906 -0.36415664    -0.1482105
##   Block.Shedding     Pursuit Play.Recognition  Hit.Power
## 1     -0.6592391  0.20395491       -0.1127242 -0.2383139
## 2      0.7152227 -0.19665270       -0.4332536  0.7468845
## 3      0.8248801  0.45980915        0.7065190 -0.6738166
## 4     -0.7491468 -0.01265631       -0.7828824  0.5651239
## 5     -0.2267897 -0.36198532        0.6227298 -0.4685967

##          OVR      Speed Acceleration   Strength    Agility  Awareness
## 1 -0.6461476  0.6177286    0.5935187 -0.8829925  0.5365975 -0.7051580
## 2  1.3344873 -0.8630711   -0.5426456  1.0199364  0.1005963  1.0761969
## 3  0.1150118 -0.3410625   -0.4898008  0.1200445 -0.3631067  0.5318284
## 4  1.4097959  1.2475228    1.2229941 -0.1003036  1.3719005  0.7980930
## 5 -0.9302530 -0.4795546   -0.4017260  0.3286699 -0.9159369 -0.9472871
##        Tackle Power.Moves Finesse.Moves Block.Shedding    Pursuit
## 1 -0.86129814  -0.2641085     0.7931567    -0.98362786 -0.2908068
## 2  1.54351594   0.7517568    -0.3180806     1.41955867  1.1979793
## 3 -0.01931194  -0.2816606    -0.3525848    -0.03775794 -0.1484202
## 4  0.52690178   1.4392043     1.0859646     0.24462498  1.2606204
## 5 -0.12586838  -0.5341643    -0.8322604     0.25114681 -0.8052536
##   Play.Recognition
## 1       -0.8612646
## 2        1.1765139
## 3        0.5421935
## 4        0.7821604
## 5       -0.8357236

##        Speed Acceleration   Strength    Agility  Awareness     Tackle
## 1  0.1498634   0.08174466 -0.6825717  0.2775457  0.0891090 -0.4636967
## 2 -1.4255760  -1.13293048  0.5936979 -0.7337794  0.2223236  1.0178042
## 3 -0.3925690  -0.45725502  0.4059430 -0.3324237  0.5578505  0.3565256
## 4  1.0379112   1.03069817 -0.9052640  0.9556595 -0.5328482 -0.7927779
## 5  0.5589325   0.54208768  0.9236637 -0.3298933 -0.8340068  0.1092759
##   Power.Moves Finesse.Moves Block.Shedding     Pursuit Play.Recognition
## 1  0.47259173     0.4068060     -0.4892387  0.08422692        0.0736196
## 2  0.09055191    -0.8032008      0.9975313  0.58487016        0.5887076
## 3 -0.24777388    -0.4443278      0.3056415 -0.19098203        0.4393707
## 4 -0.25655973     1.0923604     -0.9995678  0.08479583       -0.7144074
## 5 -0.02252217    -0.4261092      0.5507162 -0.40544941       -0.6666950

##      Overall   Tackling      Speed  Awareness
## 1 -0.8867003 -1.0683259  0.6317481 -0.7809466
## 2  1.7193716  1.2513940  0.2869633  1.1660440
## 3  0.1284800  0.2321817 -0.5400134  0.3261913
## 4  0.5890272 -0.5970276  1.0455788  0.4860471
## 5 -0.8982100  0.1200537 -0.6615848 -0.7990358

##     Tackling      Speed  Awareness
## 1 -0.9254978  0.7266092  0.1988886
## 2 -0.1206774 -0.1637237  0.2844011
## 3  0.6544091 -0.9281635  0.2737544
## 4 -0.5681365  1.2491347 -0.6809982
## 5  0.7432532 -0.1915631 -0.5516901

##       Overall Acceleration  Awareness    Agility Finesse Pass Rushing
## 1 -0.01868488    0.6352388 -0.1492576 -0.3920208            1.5207888
## 2  1.21976834   -0.5052180  1.0687772  0.5875682           -0.2967158
## 3 -0.24100621   -0.6555088  0.1483697 -0.4234939           -0.6140723
## 4  1.48033821    1.1917574  0.7953725  1.5961785            1.0350242
## 5 -1.04495862    0.3275758 -1.1366859 -0.2168235           -0.3383772
##      Tackling
## 1 -0.70722999
## 2  1.12319685
## 3  0.07275649
## 4  0.26686665
## 5 -0.45910787

##   Acceleration   Awareness     Agility Finesse Pass Rushing   Tackling
## 1   -0.4457016  0.24747760  0.24747760            0.4548967 -0.5041503
## 2    0.7875589 -0.70968072 -0.70968072           -0.1020140  0.7338165
## 3   -0.7791489  0.45980870  0.45980870           -0.7023512  0.5618826
## 4    0.7976644 -0.65196686 -0.65196686            1.3801402 -0.8738709
## 5    0.7367643  0.06203012  0.06203012           -0.3635584 -0.4972661
##                          Tackling       Speed    Awareness
## Ndamukong Suh        -0.053391505 -0.11229492  0.165686428
## Nick Hayden          -0.281408416 -0.53123077  0.812639182
## Joe Vellano           0.098927219 -0.50153116  0.402603942
## Domata Peko          -0.385539418 -0.57331510  0.958854522
## Star Lotulelei        0.898835344 -0.97159671  0.072761362
## Tony McDaniel        -0.052899367 -0.44079643  0.493695793
## Alan Branch           0.350627225 -0.66348130  0.312854073
## Darius Kilgo          1.203084810 -0.04207850 -1.161006311
## Steve McLendon       -0.013639696 -0.21694554  0.230585238
## Danny Shelton         1.106260175 -1.13820410  0.031943923
## Davon Coleman        -0.440458184  1.67098134 -1.230523158
## Chris Whaley         -1.224444203  1.12098926  0.103454947
## Grady Jarrett        -0.476575196  0.99636404 -0.519788846
## Dominique Hamilton    0.190535937 -0.31025667  0.119720733
## Caraun Reid          -1.055152423  1.12537346 -0.070221039
## Letroy Guion         -0.935737980  0.24402704  0.691710936
## Stacy McGee          -0.171073670 -0.01173375  0.182807419
## Jerrell Powe          0.720024118 -0.97186501  0.251840894
## Ahtyba Rubin          0.389523183 -1.07416750  0.684644318
## Ian Williams          0.587300585 -0.68294400  0.095643416
## Doug Worthington     -0.119086601 -0.06111234  0.180198940
## Chigbo Anunoby        0.796643787 -0.46297189 -0.333671894
## Paul Soliai           0.264939610 -0.78181633  0.516876720
## Sean Lissemore       -0.439884195 -0.13141753  0.571301725
## Terrell McClain       0.284670669 -0.36640411  0.081733440
## Micanor Regis        -0.592788430  1.12180813 -0.529019700
## Al Woods              0.561382526 -0.42904400 -0.132338524
## Aaron Donald         -0.142005291  0.57970971 -0.437704419
## Bennie Logan          0.313534253 -0.46630510  0.152770848
## Corbin Bryant        -0.588877919  0.60518955 -0.016311632
## Tyrone Crawford      -0.784486351  0.73354203  0.050944320
## Justin Hamilton      -0.593850721  0.67570198 -0.081851263
## Christo Bilukidi     -0.690809642  1.65775379 -0.966944149
## Alameda Ta'amu        0.940205209 -0.94710270  0.006897496
## David Parry           0.806081645 -0.40877378 -0.397307861
## Jared Odrick         -1.022640729  0.44243455  0.580206181
## Deandre Coleman       0.564729287  0.11552116 -0.680250446
## Earl Mitchell        -1.496316989  0.83753878  0.658778205
## Jimmy Staten          0.780942566  0.12005074 -0.900993305
## Marcus Hardison      -0.735450299  2.27681396 -1.541363659
## Kwame Geathers        0.929020931 -0.80393412 -0.125086815
## Stefan Charles       -0.665401594  0.40506210  0.260339494
## Akeem Spence         -0.580878987  1.12392416 -0.543045172
## Abry Jones           -0.547808967  0.61644878 -0.068639816
## Ricky Lumpkin         0.219746469 -0.35612677  0.136380301
## Josh Chapman          0.688502974 -0.89776521  0.209262235
## Glenn Dorsey         -0.310766649  0.57012787 -0.259361225
## Geno Atkins          -0.730510752  0.03007003  0.700440726
## Pat Sims              0.148508326 -0.61487565  0.466367326
## Marcell Dareus        0.441019815 -0.42481365 -0.016206169
## Ishmaa'ily Kitchen    0.641682757 -0.66301803  0.021335271
## Markus Kuhn          -0.225173491  0.18853748  0.036636013
## Christian Ringo      -0.830153904  1.42633740 -0.596183499
## Chris Jones          -0.291262926 -0.05973388  0.350996803
## Justin Ellis          0.286499738 -0.40609328  0.119593539
## Brandon Mebane        0.217116474 -0.91673933  0.699622858
## D'Anthony Smith      -0.898686973  1.03407492 -0.135387946
## Ziggy Hood           -1.232280292  1.22731628  0.004964011
## Brandon Deaderick    -0.289804167 -0.26421230  0.554016468
## Quinton Dial          0.519055217 -0.66657818  0.147522958
## Damon Harrison        1.035901874 -1.49359950  0.457697630
## Kyle Love            -0.161943943 -0.23300349  0.394947434
## Jermelle Cudjo       -0.722853228  0.62344113  0.099412093
## Clinton McDonald     -0.719175579  0.20057041  0.518605173
## Jay Bromley          -0.061378668  0.53361349 -0.472234825
## Antonio Johnson      -0.438580103  0.04780173  0.390778374
## Brandon Thompson      0.202834445 -0.13783450 -0.064999948
## Brodrick Bunkley      0.448311736 -0.97046768  0.522155947
## Eddie Goldman         0.272017830  0.06178736 -0.333805189
## Ryan Carrethers       1.095479268 -0.51572281 -0.579756457
## Chris Baker          -0.521421149  0.20580058  0.315620565
## Deon Simon            1.298504113 -0.40422424 -0.894279868
## Jordan Hill          -0.935812873  1.45719309 -0.521380217
## Haloti Ngata          0.588297581 -1.39180194  0.803504359
## Kyle Williams        -0.007708504 -0.97571541  0.983423910
## Phil Taylor           0.439175826 -0.52259678  0.083420958
## Dontari Poe           0.521712230 -0.43145941 -0.090252823
## John Jenkins          0.806903372 -0.82017361  0.013270239
## Daniel McCullers      1.015974801 -0.89552856 -0.120446243
## C.J. Mosley          -0.016799102 -0.57824668  0.595045781
## Dwan Edwards         -0.457148511 -0.50421636  0.961364868
## Anthony Johnson      -0.397720895  0.81615944 -0.418438543
## Henry Melton         -1.570424563  0.92452015  0.645904417
## B.J. Raji             0.209464603 -0.72919532  0.519730714
## Kenrick Ellis         0.761732314 -0.79026727  0.028534953
## Ra'Shede Hageman      0.453155925  0.52684263 -0.979998552
## Mike Pennel           0.089685798  0.04269238 -0.132378175
## Michael Brockers      0.306725740 -0.40408736  0.097361617
## Linval Joseph         0.624386167 -0.66716736  0.042781198
## Carl Davis            0.693320758  0.09540413 -0.788724888
## Matthew Masifilo      0.072590070 -0.18723114  0.114641070
## Louis Trinca-Pasat   -0.808568124  0.50552787  0.303040256
## Jonathan Babineaux   -0.907043001  0.80368059  0.103362413
## Sen'Derrick Marks    -1.315779876  0.67563175  0.640148129
## Gabe Wright          -0.692401815  1.91228619 -1.219884373
## Kawann Short         -0.547198771  0.63737207 -0.090173296
## Jesse Williams        1.207269893 -0.29248211 -0.914787783
## Angelo Blackson      -0.114774816  0.56760904 -0.452834228
## Jabaal Sheard        -0.967847039  1.45684188 -0.488994838
## A.J. Francis          0.260276583  0.38155482 -0.641831401
## Sylvester Williams   -0.587066437  0.69457255 -0.107506110
## Roy Miller            0.154135116 -0.57705309  0.422917976
## Sharrif Floyd        -0.212264801  0.28870370 -0.076438901
## Tyrunn Walker        -1.353601370  1.45237246 -0.098771093
## Tom Johnson          -1.087886920  0.43628209  0.651604825
## Mitch Unrein         -0.471131096  0.27861987  0.192511226
## Devon Still          -0.180849929  0.33791636 -0.157066430
## Shamar Stephen        0.389090934 -0.21301779 -0.176073148
## Louis Nix III         0.841826708 -0.57107385 -0.270752860
## Brandon Williams      1.064669722 -1.16248723  0.097817505
## Will Sutton          -0.424522065  0.27783808  0.146683983
## Montori Hughes        0.052995384 -0.01408758 -0.038907807
## Ken Bishop            1.003870140 -0.13978633 -0.864083814
## Michael Bennett      -1.175655406  1.98437787 -0.808722468
## Dominique Easley     -0.507984526  1.01508278 -0.507098251
## Lawrence Virgil       0.421694040  0.15389724 -0.575591281
## Marvin Austin Jr.    -1.264790795  1.18604019  0.078750605
## Gerald McCoy         -0.344202847  0.26132746  0.082875391
## Nick Fairley         -0.026370727  0.21987137 -0.193500648
## Charles Tuaau         0.859102216 -0.35680686 -0.502295358
## Jordan Phillips       0.757576898 -0.09889732 -0.658679577
## Wade Keliikipi        0.812225195 -0.56873390 -0.243491292
## Ricky Havili-Heimuli  0.757104981 -0.64957600 -0.107528986
## Sealver Siliga        0.711662569 -1.19532993  0.483667359
## Terrance Knighton     0.564652160 -0.63835334  0.073701178
## Robert Thomas         0.917225486 -0.52063889 -0.396586596
## Sammie Hill          -0.304131723 -0.23030083  0.534432554
## Beau Allen            0.577610151 -0.40529770 -0.172312446
## Malcom Brown         -0.315623862  0.63843305 -0.322809183
## Vince Wilfork         0.785964644 -1.75796883  0.972004186
## Johnathan Hankins     0.672732638 -0.89896573  0.226233095
## Corey Peters         -0.896604313  0.38739288  0.509211428
## Colin Cole           -0.394090153 -0.11023226  0.504322417
## Dan Williams          1.113342696 -1.60984861  0.496505914
##                      Acceleration     Awareness       Agility
## Ndamukong Suh         -0.31333934  0.0398535871  0.0398535871
## Nick Hayden           -0.32346564  0.9801426349  0.9801426349
## Joe Vellano           -0.72722958  0.4158119803  0.4158119803
## Domata Peko           -1.53108567  1.3660662183  1.3660662183
## Star Lotulelei        -1.82529965  0.3636401208  0.3636401208
## Tony McDaniel         -1.05834520  0.6334093583  0.6334093583
## Alan Branch           -0.26241941  0.4706471607  0.4706471607
## Darius Kilgo           0.85285067 -1.0592751104 -1.0592751104
## Steve McLendon        -1.04739562  0.4075501499  0.4075501499
## Danny Shelton         -1.49813887  0.2452845542  0.2452845542
## Davon Coleman          0.48340586 -1.1763299130 -1.1763299130
## Chris Whaley           1.38848527 -0.3111805490 -0.3111805490
## Grady Jarrett          1.30162707 -0.8895382629 -0.8895382629
## Dominique Hamilton    -0.62161664  0.1614689521  0.1614689521
## Caraun Reid            1.60563806 -0.5570719331 -0.5570719331
## Letroy Guion          -1.07015132  0.6948889564  0.6948889564
## Stacy McGee           -0.05162144  0.1899069725  0.1899069725
## Jerrell Powe          -0.28530501  0.2861640142  0.2861640142
## Ahtyba Rubin          -0.83852684  1.0513576008  1.0513576008
## Ian Williams          -0.44989266  0.3021993535  0.3021993535
## Doug Worthington      -0.20613155  0.1138069072  0.1138069072
## Chigbo Anunoby        -1.31636599  0.0345690629  0.0345690629
## Paul Soliai           -0.32833851  0.8108105224  0.8108105224
## Sean Lissemore         0.52853954  0.4856799326  0.4856799326
## Terrell McClain        0.97382976 -0.0714776984 -0.0714776984
## Micanor Regis          0.82249134 -0.8196773452 -0.8196773452
## Al Woods               0.28090296  0.0452070824  0.0452070824
## Aaron Donald           1.32912201 -0.7336322246 -0.7336322246
## Bennie Logan          -0.18307612  0.2793998964  0.2793998964
## Corbin Bryant          0.20257278 -0.0478640730 -0.0478640730
## Tyrone Crawford        0.89895404 -0.3428571876 -0.3428571876
## Justin Hamilton        0.83568248 -0.4568454015 -0.4568454015
## Christo Bilukidi       0.43571492 -0.8232987279 -0.8232987279
## Alameda Ta'amu        -0.64571151  0.2986661420  0.2986661420
## David Parry            0.12771410 -0.2692982408 -0.2692982408
## Jared Odrick          -0.41142727  0.4373643211  0.4373643211
## Deandre Coleman        1.25423873 -0.7732026937 -0.7732026937
## Earl Mitchell          1.32217440  0.2689711690  0.2689711690
## Jimmy Staten           0.71805325 -0.8810893865 -0.8810893865
## Marcus Hardison        1.66590545 -1.6976218367 -1.6976218367
## Kwame Geathers        -0.89051273  0.1185533047  0.1185533047
## Stefan Charles        -0.27111695  0.1664054576  0.1664054576
## Akeem Spence           0.32467900 -0.4328532211 -0.4328532211
## Abry Jones             0.09249087 -0.1510889054 -0.1510889054
## Ricky Lumpkin         -0.68060834  0.2838785461  0.2838785461
## Josh Chapman          -0.41661649  0.3925133041  0.3925133041
## Glenn Dorsey          -0.74474375  0.1095280152  0.1095280152
## Geno Atkins            0.28860780  0.4302600903  0.4302600903
## Pat Sims               0.12289642  0.5326235562  0.5326235562
## Marcell Dareus        -0.12836835 -0.0636034002 -0.0636034002
## Ishmaa'ily Kitchen    -0.21476681  0.1137969343  0.1137969343
## Markus Kuhn            1.42778972 -0.0800491649 -0.0800491649
## Christian Ringo        1.56014501 -1.0979981269 -1.0979981269
## Chris Jones           -0.63430469  0.4354592240  0.4354592240
## Justin Ellis           0.37806780  0.1660778541  0.1660778541
## Brandon Mebane        -1.06013660  0.9299603387  0.9299603387
## D'Anthony Smith        0.52512589 -0.4714898116 -0.4714898116
## Ziggy Hood             0.57394100  0.0885487056  0.0885487056
## Brandon Deaderick     -0.88913678  0.7458399758  0.7458399758
## Quinton Dial          -0.99407218  0.3498725818  0.3498725818
## Damon Harrison        -2.60295256  0.8572548563  0.8572548563
## Kyle Love             -1.12377379  0.5903572471  0.5903572471
## Jermelle Cudjo         0.51421467 -0.1148123387 -0.1148123387
## Clinton McDonald       0.76267627  0.2683805624  0.2683805624
## Jay Bromley            1.13880399 -0.8151815719 -0.8151815719
## Antonio Johnson       -0.49829278  0.4777343364  0.4777343364
## Brandon Thompson       0.23632844 -0.1335788724 -0.1335788724
## Brodrick Bunkley      -0.57027658  0.9678183810  0.9678183810
## Eddie Goldman         -0.44438109 -0.2722452361 -0.2722452361
## Ryan Carrethers       -0.60672965 -0.3344689022 -0.3344689022
## Chris Baker            0.46715063  0.1336528686  0.1336528686
## Deon Simon             0.90391884 -0.8622881186 -0.8622881186
## Jordan Hill           -0.36041847 -0.5321881902 -0.5321881902
## Haloti Ngata          -1.41278596  1.1265031396  1.1265031396
## Kyle Williams         -1.44206732  1.0771782186  1.0771782186
## Phil Taylor           -0.31000500  0.1862157396  0.1862157396
## Dontari Poe            0.53555787 -0.1542771327 -0.1542771327
## John Jenkins          -0.32821740  0.2259959486  0.2259959486
## Daniel McCullers      -0.58436070  0.0547232716  0.0547232716
## C.J. Mosley           -1.01795683  0.6519124718  0.6519124718
## Dwan Edwards          -1.20375848  1.2464812746  1.2464812746
## Anthony Johnson        0.26376268 -0.5793916996 -0.5793916996
## Henry Melton           1.22075211  0.2642799745  0.2642799745
## B.J. Raji             -0.47087300  0.6549503899  0.6549503899
## Kenrick Ellis         -0.55744100  0.1539446142  0.1539446142
## Ra'Shede Hageman       0.81155500 -1.1168444134 -1.1168444134
## Mike Pennel            0.33735381 -0.1886651702 -0.1886651702
## Michael Brockers      -0.19147564  0.1512657971  0.1512657971
## Linval Joseph         -0.38744274  0.1589164467  0.1589164467
## Carl Davis             0.88302927 -0.8735863248 -0.8735863248
## Matthew Masifilo       0.86159345  0.0524339644  0.0524339644
## Louis Trinca-Pasat     1.82781163 -0.2158403263 -0.2158403263
## Jonathan Babineaux    -0.58366519  0.4560386869  0.4560386869
## Sen'Derrick Marks     -0.25244010  0.3317897221  0.3317897221
## Gabe Wright            0.85414512 -1.4244874945 -1.4244874945
## Kawann Short           0.22919571 -0.2890199890 -0.2890199890
## Jesse Williams         1.06397553 -0.9704123949 -0.9704123949
## Angelo Blackson        1.54392607 -0.7112619443 -0.7112619443
## Jabaal Sheard          1.00973931 -0.4457873184 -0.4457873184
## A.J. Francis           0.67310308 -0.7963026526 -0.7963026526
## Sylvester Williams     0.39347615 -0.1236813976 -0.1236813976
## Roy Miller             0.49506856  0.3841167141  0.3841167141
## Sharrif Floyd          0.41653912 -0.2441966058 -0.2441966058
## Tyrunn Walker         -0.06032307 -0.1572120721 -0.1572120721
## Tom Johnson           -1.28700736  0.5489185171  0.5489185171
## Mitch Unrein           0.79401645  0.0512048123  0.0512048123
## Devon Still            0.86510526 -0.3230726174 -0.3230726174
## Shamar Stephen         0.02128870 -0.1657216087 -0.1657216087
## Louis Nix III         -0.87881595 -0.1356677693 -0.1356677693
## Brandon Williams      -1.14664616  0.3378185411  0.3378185411
## Will Sutton           -0.15096748 -0.0004338314 -0.0004338314
## Montori Hughes        -0.14336557 -0.0950672629 -0.0950672629
## Ken Bishop             0.57643594 -0.9589193420 -0.9589193420
## Michael Bennett        0.75741691 -0.8999611186 -0.8999611186
## Dominique Easley       1.13160181 -0.8300475759 -0.8300475759
## Lawrence Virgil        1.94150480 -1.0335189374 -1.0335189374
## Marvin Austin Jr.      1.33080024 -0.2188547006 -0.2188547006
## Gerald McCoy          -0.64111323 -0.0964389507 -0.0964389507
## Nick Fairley           0.36629090 -0.4394664674 -0.4394664674
## Charles Tuaau          0.24443849 -0.5434785530 -0.5434785530
## Jordan Phillips        0.64574502 -0.6598661484 -0.6598661484
## Wade Keliikipi        -0.36781039  0.0568177257  0.0568177257
## Ricky Havili-Heimuli  -0.50481996  0.1527072379  0.1527072379
## Sealver Siliga        -1.44019075  0.7529630765  0.7529630765
## Terrance Knighton     -0.21704815  0.2189485366  0.2189485366
## Robert Thomas          0.11962665 -0.3759910971 -0.3759910971
## Sammie Hill           -0.21894218  0.5341826635  0.5341826635
## Beau Allen            -0.37392721 -0.1011182421 -0.1011182421
## Malcom Brown           0.76856608 -0.6300739894 -0.6300739894
## Vince Wilfork         -1.74466637  1.4185626805  1.4185626805
## Johnathan Hankins     -1.04284828  0.3154314342  0.3154314342
## Corey Peters           0.14924533  0.4182239159  0.4182239159
## Colin Cole            -1.44044258  0.7742734770  0.7742734770
## Dan Williams          -0.94988954  0.7725898098  0.7725898098
##                      Finesse Pass Rushing     Tackling
## Ndamukong Suh                 0.043197449  0.190434714
## Nick Hayden                  -1.037333866 -0.599485760
## Joe Vellano                  -0.236262219  0.131867839
## Domata Peko                  -0.564703949 -0.636342818
## Star Lotulelei               -0.252402429  1.350421838
## Tony McDaniel                -0.122918510 -0.085555004
## Alan Branch                  -0.905069473  0.226194566
## Darius Kilgo                 -0.267655608  1.533355157
## Steve McLendon                0.192326709  0.039968616
## Danny Shelton                -0.470714797  1.478284560
## Davon Coleman                 2.311693449 -0.442439487
## Chris Whaley                  0.588536257 -1.354660427
## Grady Jarrett                 0.917458286 -0.440008826
## Dominique Hamilton            0.008663635  0.290015102
## Caraun Reid                   0.708123906 -1.199618097
## Letroy Guion                  0.674349982 -0.993976574
## Stacy McGee                  -0.104700108 -0.223492397
## Jerrell Powe                 -1.119649433  0.832626413
## Ahtyba Rubin                 -1.460969390  0.196781030
## Ian Williams                 -0.780387749  0.625881700
## Doug Worthington             -0.015523300 -0.005958965
## Chigbo Anunoby                0.326221046  0.921006815
## Paul Soliai                  -1.272803857 -0.020478674
## Sean Lissemore               -0.832735607 -0.667163802
## Terrell McClain              -0.955655871  0.124781512
## Micanor Regis                 1.353210672 -0.536347319
## Al Woods                     -0.791610789  0.420293668
## Aaron Donald                  0.202805451 -0.064663010
## Bennie Logan                 -0.655865395  0.280141724
## Corbin Bryant                 0.582195957 -0.689040595
## Tyrone Crawford               0.649777574 -0.863017238
## Justin Hamilton               0.645157704 -0.567149382
## Christo Bilukidi              2.035521307 -0.824638772
## Alameda Ta'amu               -1.026783535  1.075162764
## David Parry                  -0.460755662  0.871638043
## Jared Odrick                  0.667008261 -1.130309637
## Deandre Coleman              -0.296392249  0.588558904
## Earl Mitchell                 0.030966546 -1.891083283
## Jimmy Staten                  0.086153156  0.957972371
## Marcus Hardison               2.535027203 -0.805688981
## Kwame Geathers               -0.462964623  1.116370744
## Stefan Charles                0.629674524 -0.691368490
## Akeem Spence                  1.319868060 -0.778840618
## Abry Jones                    0.853286942 -0.643599997
## Ricky Lumpkin                -0.139275121  0.252126372
## Josh Chapman                 -1.055962912  0.687552793
## Glenn Dorsey                  0.965883415 -0.440195695
## Geno Atkins                  -0.309915362 -0.839212616
## Pat Sims                     -1.199453833  0.011310305
## Marcell Dareus               -0.365535529  0.621110675
## Ishmaa'ily Kitchen           -0.701341411  0.688514348
## Markus Kuhn                  -0.799644393 -0.468047000
## Christian Ringo               1.415098230 -0.779246982
## Chris Jones                   0.104534292 -0.341148045
## Justin Ellis                 -0.915402885  0.205179377
## Brandon Mebane               -0.966292269  0.166508187
## D'Anthony Smith               1.259969087 -0.842115354
## Ziggy Hood                    0.964370904 -1.715409310
## Brandon Deaderick            -0.275027640 -0.327515527
## Quinton Dial                 -0.398438664  0.692765682
## Damon Harrison               -0.526194553  1.414637398
## Kyle Love                     0.117220471 -0.174161179
## Jermelle Cudjo                0.551975624 -0.836565621
## Clinton McDonald             -0.362712748 -0.936724646
## Jay Bromley                   0.400035866  0.091523289
## Antonio Johnson               0.054578315 -0.511754209
## Brandon Thompson             -0.214032334  0.244861641
## Brodrick Bunkley             -1.542300591  0.176940404
## Eddie Goldman                 0.575974370  0.412897189
## Ryan Carrethers              -0.023347766  1.299015226
## Chris Baker                  -0.036415936 -0.698040429
## Deon Simon                   -0.601143029  1.421800427
## Jordan Hill                   2.333255902 -0.908461048
## Haloti Ngata                 -1.493801984  0.653581661
## Kyle Williams                -0.752941218  0.040652103
## Phil Taylor                  -0.573834238  0.511407763
## Dontari Poe                  -0.877189097  0.650185496
## John Jenkins                 -1.040638543  0.916864047
## Daniel McCullers             -0.695099710  1.170013868
## C.J. Mosley                  -0.302821972  0.016953859
## Dwan Edwards                 -0.609729018 -0.679475049
## Anthony Johnson               1.214068179 -0.319047464
## Henry Melton                  0.207010713 -1.956322770
## B.J. Raji                    -0.938231892  0.099204117
## Kenrick Ellis                -0.708966467  0.958518242
## Ra'Shede Hageman              0.741236900  0.680896928
## Mike Pennel                   0.003847819  0.036128716
## Michael Brockers             -0.543752665  0.432696711
## Linval Joseph                -0.657330617  0.726940463
## Carl Davis                    0.080401041  0.783742343
## Matthew Masifilo             -0.828839906 -0.137621475
## Louis Trinca-Pasat           -0.455762058 -0.940368916
## Jonathan Babineaux            0.971489464 -1.299901647
## Sen'Derrick Marks             0.990146273 -1.401285616
## Gabe Wright                   2.699081757 -0.704251886
## Kawann Short                  0.882142114 -0.533297841
## Jesse Williams               -0.583212586  1.460061847
## Angelo Blackson               0.026366138 -0.147768324
## Jabaal Sheard                 1.188604955 -1.306769630
## A.J. Francis                  0.554090138  0.365412088
## Sylvester Williams            0.624290497 -0.770403850
## Roy Miller                   -1.201742874 -0.061559112
## Sharrif Floyd                 0.237432895 -0.165578806
## Tyrunn Walker                 1.914729596 -1.539982379
## Tom Johnson                   1.238482953 -1.049312624
## Mitch Unrein                 -0.217309058 -0.679117018
## Devon Still                  -0.017063802 -0.201896222
## Shamar Stephen               -0.202820726  0.512975239
## Louis Nix III                 0.075901937  1.074249548
## Brandon Williams             -0.854952359  1.325961434
## Will Sutton                   0.604224563 -0.452389419
## Montori Hughes                0.147426481  0.186073619
## Ken Bishop                    0.086197458  1.255205285
## Michael Bennett               2.382332973 -1.339827641
## Dominique Easley              0.989505513 -0.461012175
## Lawrence Virgil              -0.364925974  0.490459045
## Marvin Austin Jr.             0.650345795 -1.543436631
## Gerald McCoy                  0.930711016 -0.096719885
## Nick Fairley                  0.346337369  0.166304669
## Charles Tuaau                -0.241187139  1.083705756
## Jordan Phillips              -0.245595353  0.919582625
## Wade Keliikipi               -0.741059486  0.995234425
## Ricky Havili-Heimuli         -0.629015204  0.828420691
## Sealver Siliga               -0.917397180  0.851661777
## Terrance Knighton            -0.769201812  0.548352886
## Robert Thomas                -0.423026300  1.055381846
## Sammie Hill                  -0.436706551 -0.412716600
## Beau Allen                   -0.144843771  0.721007463
## Malcom Brown                  0.785345608 -0.293763711
## Vince Wilfork                -1.869597873  0.777138886
## Johnathan Hankins            -0.521388792  0.933374204
## Corey Peters                  0.158542121 -1.144235282
## Colin Cole                    0.348907082 -0.457011453
## Dan Williams                 -1.797038276  1.201748195
## K-means clustering with 5 clusters of sizes 25, 38, 31, 17, 23
## 
## Cluster means:
##     Tackling      Speed  Awareness
## 1 -0.9254978  0.7266092  0.1988886
## 2 -0.1206774 -0.1637237  0.2844011
## 3  0.6544091 -0.9281635  0.2737544
## 4 -0.5681365  1.2491347 -0.6809982
## 5  0.7432532 -0.1915631 -0.5516901
## 
## Clustering vector:
##        Ndamukong Suh          Nick Hayden          Joe Vellano 
##                    2                    2                    2 
##          Domata Peko       Star Lotulelei        Tony McDaniel 
##                    2                    3                    2 
##          Alan Branch         Darius Kilgo       Steve McLendon 
##                    3                    5                    2 
##        Danny Shelton        Davon Coleman         Chris Whaley 
##                    3                    4                    1 
##        Grady Jarrett   Dominique Hamilton          Caraun Reid 
##                    4                    2                    1 
##         Letroy Guion          Stacy McGee         Jerrell Powe 
##                    1                    2                    3 
##         Ahtyba Rubin         Ian Williams     Doug Worthington 
##                    3                    3                    2 
##       Chigbo Anunoby          Paul Soliai       Sean Lissemore 
##                    5                    3                    2 
##      Terrell McClain        Micanor Regis             Al Woods 
##                    2                    4                    5 
##         Aaron Donald         Bennie Logan        Corbin Bryant 
##                    4                    2                    1 
##      Tyrone Crawford      Justin Hamilton     Christo Bilukidi 
##                    1                    1                    4 
##       Alameda Ta'amu          David Parry         Jared Odrick 
##                    3                    5                    1 
##      Deandre Coleman        Earl Mitchell         Jimmy Staten 
##                    5                    1                    5 
##      Marcus Hardison       Kwame Geathers       Stefan Charles 
##                    4                    3                    1 
##         Akeem Spence           Abry Jones        Ricky Lumpkin 
##                    4                    1                    2 
##         Josh Chapman         Glenn Dorsey          Geno Atkins 
##                    3                    1                    2 
##             Pat Sims       Marcell Dareus   Ishmaa'ily Kitchen 
##                    2                    3                    3 
##          Markus Kuhn      Christian Ringo          Chris Jones 
##                    2                    4                    2 
##         Justin Ellis       Brandon Mebane      D'Anthony Smith 
##                    2                    3                    1 
##           Ziggy Hood    Brandon Deaderick         Quinton Dial 
##                    1                    2                    3 
##       Damon Harrison            Kyle Love       Jermelle Cudjo 
##                    3                    2                    1 
##     Clinton McDonald          Jay Bromley      Antonio Johnson 
##                    1                    4                    2 
##     Brandon Thompson     Brodrick Bunkley        Eddie Goldman 
##                    2                    3                    5 
##      Ryan Carrethers          Chris Baker           Deon Simon 
##                    5                    2                    5 
##          Jordan Hill         Haloti Ngata        Kyle Williams 
##                    4                    3                    3 
##          Phil Taylor          Dontari Poe         John Jenkins 
##                    3                    5                    3 
##     Daniel McCullers          C.J. Mosley         Dwan Edwards 
##                    3                    2                    2 
##      Anthony Johnson         Henry Melton            B.J. Raji 
##                    4                    1                    3 
##        Kenrick Ellis     Ra'Shede Hageman          Mike Pennel 
##                    3                    5                    2 
##     Michael Brockers        Linval Joseph           Carl Davis 
##                    2                    3                    5 
##     Matthew Masifilo   Louis Trinca-Pasat   Jonathan Babineaux 
##                    2                    1                    1 
##    Sen'Derrick Marks          Gabe Wright         Kawann Short 
##                    1                    4                    1 
##       Jesse Williams      Angelo Blackson        Jabaal Sheard 
##                    5                    4                    4 
##         A.J. Francis   Sylvester Williams           Roy Miller 
##                    5                    1                    2 
##        Sharrif Floyd        Tyrunn Walker          Tom Johnson 
##                    2                    1                    1 
##         Mitch Unrein          Devon Still       Shamar Stephen 
##                    2                    2                    5 
##        Louis Nix III     Brandon Williams          Will Sutton 
##                    5                    3                    2 
##       Montori Hughes           Ken Bishop      Michael Bennett 
##                    2                    5                    4 
##     Dominique Easley      Lawrence Virgil    Marvin Austin Jr. 
##                    4                    5                    1 
##         Gerald McCoy         Nick Fairley        Charles Tuaau 
##                    2                    2                    5 
##      Jordan Phillips       Wade Keliikipi Ricky Havili-Heimuli 
##                    5                    5                    3 
##       Sealver Siliga    Terrance Knighton        Robert Thomas 
##                    3                    3                    5 
##          Sammie Hill           Beau Allen         Malcom Brown 
##                    2                    5                    4 
##        Vince Wilfork    Johnathan Hankins         Corey Peters 
##                    3                    3                    1 
##           Colin Cole         Dan Williams 
##                    2                    3 
## 
## Within cluster sum of squares by cluster:
## [1] 7.461492 9.077068 8.427932 8.142422 6.214891
##  (between_SS / total_SS =  78.4 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 24, 20, 48, 23, 19
## 
## Cluster means:
##   Acceleration   Awareness     Agility Finesse Pass Rushing   Tackling
## 1   -0.4457016  0.24747760  0.24747760            0.4548967 -0.5041503
## 2    0.7875589 -0.70968072 -0.70968072           -0.1020140  0.7338165
## 3   -0.7791489  0.45980870  0.45980870           -0.7023512  0.5618826
## 4    0.7976644 -0.65196686 -0.65196686            1.3801402 -0.8738709
## 5    0.7367643  0.06203012  0.06203012           -0.3635584 -0.4972661
## 
## Clustering vector:
##        Ndamukong Suh          Nick Hayden          Joe Vellano 
##                    1                    3                    3 
##          Domata Peko       Star Lotulelei        Tony McDaniel 
##                    3                    3                    3 
##          Alan Branch         Darius Kilgo       Steve McLendon 
##                    3                    2                    1 
##        Danny Shelton        Davon Coleman         Chris Whaley 
##                    3                    4                    4 
##        Grady Jarrett   Dominique Hamilton          Caraun Reid 
##                    4                    3                    4 
##         Letroy Guion          Stacy McGee         Jerrell Powe 
##                    1                    1                    3 
##         Ahtyba Rubin         Ian Williams     Doug Worthington 
##                    3                    3                    1 
##       Chigbo Anunoby          Paul Soliai       Sean Lissemore 
##                    3                    3                    5 
##      Terrell McClain        Micanor Regis             Al Woods 
##                    5                    4                    5 
##         Aaron Donald         Bennie Logan        Corbin Bryant 
##                    2                    3                    1 
##      Tyrone Crawford      Justin Hamilton     Christo Bilukidi 
##                    4                    4                    4 
##       Alameda Ta'amu          David Parry         Jared Odrick 
##                    3                    2                    1 
##      Deandre Coleman        Earl Mitchell         Jimmy Staten 
##                    2                    5                    2 
##      Marcus Hardison       Kwame Geathers       Stefan Charles 
##                    4                    3                    1 
##         Akeem Spence           Abry Jones        Ricky Lumpkin 
##                    4                    1                    3 
##         Josh Chapman         Glenn Dorsey          Geno Atkins 
##                    3                    1                    5 
##             Pat Sims       Marcell Dareus   Ishmaa'ily Kitchen 
##                    3                    3                    3 
##          Markus Kuhn      Christian Ringo          Chris Jones 
##                    5                    4                    1 
##         Justin Ellis       Brandon Mebane      D'Anthony Smith 
##                    5                    3                    4 
##           Ziggy Hood    Brandon Deaderick         Quinton Dial 
##                    4                    3                    3 
##       Damon Harrison            Kyle Love       Jermelle Cudjo 
##                    3                    1                    5 
##     Clinton McDonald          Jay Bromley      Antonio Johnson 
##                    5                    2                    1 
##     Brandon Thompson     Brodrick Bunkley        Eddie Goldman 
##                    5                    3                    1 
##      Ryan Carrethers          Chris Baker           Deon Simon 
##                    3                    5                    2 
##          Jordan Hill         Haloti Ngata        Kyle Williams 
##                    4                    3                    3 
##          Phil Taylor          Dontari Poe         John Jenkins 
##                    3                    2                    3 
##     Daniel McCullers          C.J. Mosley         Dwan Edwards 
##                    3                    3                    3 
##      Anthony Johnson         Henry Melton            B.J. Raji 
##                    4                    5                    3 
##        Kenrick Ellis     Ra'Shede Hageman          Mike Pennel 
##                    3                    2                    5 
##     Michael Brockers        Linval Joseph           Carl Davis 
##                    3                    3                    2 
##     Matthew Masifilo   Louis Trinca-Pasat   Jonathan Babineaux 
##                    5                    5                    1 
##    Sen'Derrick Marks          Gabe Wright         Kawann Short 
##                    1                    4                    4 
##       Jesse Williams      Angelo Blackson        Jabaal Sheard 
##                    2                    2                    4 
##         A.J. Francis   Sylvester Williams           Roy Miller 
##                    2                    1                    5 
##        Sharrif Floyd        Tyrunn Walker          Tom Johnson 
##                    5                    4                    1 
##         Mitch Unrein          Devon Still       Shamar Stephen 
##                    5                    5                    2 
##        Louis Nix III     Brandon Williams          Will Sutton 
##                    3                    3                    1 
##       Montori Hughes           Ken Bishop      Michael Bennett 
##                    1                    2                    4 
##     Dominique Easley      Lawrence Virgil    Marvin Austin Jr. 
##                    4                    2                    4 
##         Gerald McCoy         Nick Fairley        Charles Tuaau 
##                    1                    2                    2 
##      Jordan Phillips       Wade Keliikipi Ricky Havili-Heimuli 
##                    2                    3                    3 
##       Sealver Siliga    Terrance Knighton        Robert Thomas 
##                    3                    3                    2 
##          Sammie Hill           Beau Allen         Malcom Brown 
##                    1                    3                    4 
##        Vince Wilfork    Johnathan Hankins         Corey Peters 
##                    3                    3                    1 
##           Colin Cole         Dan Williams 
##                    1                    3 
## 
## Within cluster sum of squares by cluster:
## [1] 19.32504 15.98019 54.83272 28.47504 17.84904
##  (between_SS / total_SS =  65.9 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = DTClusterReducedReg[, 1] ~ DTClusterReducedReg[, 
##     2] + DTClusterReducedReg[, 3] + DTClusterReducedReg[, 4], 
##     data = DTClusterReducedReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.066818 -0.031294  0.003286  0.029612  0.070437 
## 
## Coefficients:
##                           Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              1.204e-15  2.955e-03     0.0        1    
## DTClusterReducedReg[, 2] 4.978e-01  4.257e-03   116.9   <2e-16 ***
## DTClusterReducedReg[, 3] 4.638e-01  3.936e-03   117.8   <2e-16 ***
## DTClusterReducedReg[, 4] 8.239e-01  4.025e-03   204.7   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0342 on 130 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9988 
## F-statistic: 3.814e+04 on 3 and 130 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = DTClusterFullReg[, 1] ~ DTClusterFullReg[, 2] + 
##     DTClusterFullReg[, 3] + DTClusterFullReg[, 4] + DTClusterFullReg[, 
##     5] + DTClusterFullReg[, 6], data = DTClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.068885 -0.027615  0.000653  0.029832  0.076529 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           1.175e-15  2.955e-03    0.00        1    
## DTClusterFullReg[, 2] 1.208e-01  3.814e-03   31.69   <2e-16 ***
## DTClusterFullReg[, 3] 6.168e-01  3.554e-03  173.54   <2e-16 ***
## DTClusterFullReg[, 4] 2.558e-01  4.263e-03   60.01   <2e-16 ***
## DTClusterFullReg[, 5] 2.959e-01  3.629e-03   81.53   <2e-16 ***
## DTClusterFullReg[, 6] 5.005e-01  4.362e-03  114.75   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.03421 on 128 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9988 
## F-statistic: 2.288e+04 on 5 and 128 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = DTClusterReducedReg[, 1] ~ DTClusterReducedReg[, 
##     2] + DTClusterReducedReg[, 3] + DTClusterReducedReg[, 4], 
##     data = DTClusterReducedReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.066818 -0.031294  0.003286  0.029612  0.070437 
## 
## Coefficients:
##                           Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              1.204e-15  2.955e-03     0.0        1    
## DTClusterReducedReg[, 2] 4.978e-01  4.257e-03   116.9   <2e-16 ***
## DTClusterReducedReg[, 3] 4.638e-01  3.936e-03   117.8   <2e-16 ***
## DTClusterReducedReg[, 4] 8.239e-01  4.025e-03   204.7   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0342 on 130 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9988 
## F-statistic: 3.814e+04 on 3 and 130 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = DTClusterFullReg[, 1] ~ DTClusterFullReg[, 2] + 
##     DTClusterFullReg[, 3] + DTClusterFullReg[, 4] + DTClusterFullReg[, 
##     5] + DTClusterFullReg[, 6], data = DTClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.068885 -0.027615  0.000653  0.029832  0.076529 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           1.175e-15  2.955e-03    0.00        1    
## DTClusterFullReg[, 2] 1.208e-01  3.814e-03   31.69   <2e-16 ***
## DTClusterFullReg[, 3] 6.168e-01  3.554e-03  173.54   <2e-16 ***
## DTClusterFullReg[, 4] 2.558e-01  4.263e-03   60.01   <2e-16 ***
## DTClusterFullReg[, 5] 2.959e-01  3.629e-03   81.53   <2e-16 ***
## DTClusterFullReg[, 6] 5.005e-01  4.362e-03  114.75   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.03421 on 128 degrees of freedom
## Multiple R-squared:  0.9989, Adjusted R-squared:  0.9988 
## F-statistic: 2.288e+04 on 5 and 128 DF,  p-value: < 2.2e-16
##   Acceleration   Awareness     Agility Finesse Pass Rushing   Tackling
## 1   -0.4457016  0.24747760  0.24747760            0.4548967 -0.5041503
## 2    0.7875589 -0.70968072 -0.70968072           -0.1020140  0.7338165
## 3   -0.7791489  0.45980870  0.45980870           -0.7023512  0.5618826
## 4    0.7976644 -0.65196686 -0.65196686            1.3801402 -0.8738709
## 5    0.7367643  0.06203012  0.06203012           -0.3635584 -0.4972661
##     Tackling      Speed  Awareness
## 1 -0.9254978  0.7266092  0.1988886
## 2 -0.1206774 -0.1637237  0.2844011
## 3  0.6544091 -0.9281635  0.2737544
## 4 -0.5681365  1.2491347 -0.6809982
## 5  0.7432532 -0.1915631 -0.5516901
##   Acceleration   Awareness     Agility Finesse Pass Rushing   Tackling
## 1   -0.4457016  0.24747760  0.24747760            0.4548967 -0.5041503
## 2    0.7875589 -0.70968072 -0.70968072           -0.1020140  0.7338165
## 3   -0.7791489  0.45980870  0.45980870           -0.7023512  0.5618826
## 4    0.7976644 -0.65196686 -0.65196686            1.3801402 -0.8738709
## 5    0.7367643  0.06203012  0.06203012           -0.3635584 -0.4972661
##                      Power Rushing DT Quick Hitter Big Slow Gap Filler
## Ndamukong Suh                93.36248     91.58504            93.88371
## Nick Hayden                  35.20707     33.78801            37.04345
## Joe Vellano                  42.39152     39.10185            44.57977
## Domata Peko                  38.03566     31.02748            39.39314
## Star Lotulelei               75.05504     70.74474            80.70454
## Tony McDaniel                58.59523     53.29918            59.93546
## Alan Branch                  56.07149     58.35064            59.89959
## Darius Kilgo                 17.58315     25.83327            20.75037
## Steve McLendon               72.36242     68.07226            72.84748
## Danny Shelton                42.71739     41.13064            50.84713
## Davon Coleman                36.48072     38.73845            26.60298
## Chris Whaley                 28.81249     26.26342            23.02080
## Grady Jarrett                38.27392     40.16661            32.84458
## Dominique Hamilton           31.72158     29.59713            33.24852
## Caraun Reid                  41.10839     40.54929            33.95553
## Letroy Guion                 50.65599     38.97673            46.73818
## Stacy McGee                  41.04536     39.64013            40.87319
## Jerrell Powe                 35.74731     37.68803            42.65417
## Ahtyba Rubin                 48.74808     49.26435            55.09825
## Ian Williams                 59.83076     61.65136            64.70653
## Doug Worthington             35.18689     32.05350            35.90738
## Chigbo Anunoby               28.93967     29.84166            30.98333
## Paul Soliai                  57.38157     60.14379            61.50147
## Sean Lissemore               52.41462     52.03440            52.97056
## Terrell McClain              52.84825     59.42075            55.47606
## Micanor Regis                29.38091     28.68569            23.46678
## Al Woods                     48.21842     55.40859            51.37718
## Aaron Donald                 90.57715     92.03067            89.72398
## Bennie Logan                 60.16274     61.64395            63.33626
## Corbin Bryant                38.78583     36.65041            34.53234
## Tyrone Crawford              74.86237     73.16077            70.20662
## Justin Hamilton              29.46745     27.87019            25.75926
## Christo Bilukidi             42.82850     44.13747            32.06854
## Alameda Ta'amu               38.39334     41.48140            45.82980
## David Parry                  27.18491     33.19250            30.40238
## Jared Odrick                 76.45989     68.77229            72.39358
## Deandre Coleman              24.52222     33.28657            25.45442
## Earl Mitchell                69.87697     66.41856            63.54546
## Jimmy Staten                 23.56885     30.87062            24.77486
## Marcus Hardison              33.29141     38.88580            21.44821
## Kwame Geathers               28.94440     30.59931            34.19849
## Stefan Charles               42.17302     36.10043            38.48897
## Akeem Spence                 50.32964     51.46190            41.98426
## Abry Jones                   34.68293     32.63624            29.87100
## Ricky Lumpkin                33.03859     31.81481            34.77961
## Josh Chapman                 42.25218     45.44891            48.34164
## Glenn Dorsey                 57.86577     56.07778            52.95458
## Geno Atkins                  85.62399     82.31604            85.02172
## Pat Sims                     46.95656     48.78543            51.18861
## Marcell Dareus               89.47283     89.75352            91.08209
## Ishmaa'ily Kitchen           34.83198     37.87312            39.33798
## Markus Kuhn                  38.23261     44.10928            38.01735
## Christian Ringo              29.43687     29.51583            22.39282
## Chris Jones                  39.30705     34.97405            38.61566
## Justin Ellis                 46.07122     50.12826            49.48557
## Brandon Mebane               71.78860     68.86584            76.00885
## D'Anthony Smith              38.96997     33.96110            32.33481
## Ziggy Hood                   63.45089     62.58619            53.36113
## Brandon Deaderick            32.73473     27.41327            33.76890
## Quinton Dial                 47.96731     45.73755            52.81653
## Damon Harrison               73.53910     67.22581            80.67747
## Kyle Love                    42.64032     36.86239            42.88298
## Jermelle Cudjo               42.03674     39.53070            37.25796
## Clinton McDonald             65.19323     63.68326            63.24766
## Jay Bromley                  39.61382     42.26767            37.81110
## Antonio Johnson              44.43753     39.50577            43.32644
## Brandon Thompson             34.35481     36.16188            35.61134
## Brodrick Bunkley             53.62445     56.91801            59.51861
## Eddie Goldman                36.85725     36.76101            36.39360
## Ryan Carrethers              37.66580     42.84320            41.71902
## Chris Baker                  59.19825     57.90218            56.84202
## Deon Simon                   20.82138     32.01966            24.55391
## Jordan Hill                  61.38519     54.90573            50.45183
## Haloti Ngata                 82.59527     80.17941            87.88854
## Kyle Williams                86.91572     81.85520            89.38467
## Phil Taylor                  61.33848     62.05039            65.20819
## Dontari Poe                  79.09836     82.00462            82.50285
## John Jenkins                 45.99989     49.35147            52.93983
## Daniel McCullers             27.33425     30.70495            33.04364
## C.J. Mosley                  59.48355     53.56571            61.98698
## Dwan Edwards                 45.41864     38.19033            46.74368
## Anthony Johnson              36.34762     34.78033            31.23232
## Henry Melton                 77.49448     73.86458            71.28227
## B.J. Raji                    62.66658     62.46097            66.47338
## Kenrick Ellis                46.68337     47.97081            52.98028
## Ra'Shede Hageman             49.40857     55.35043            47.92910
## Mike Pennel                  34.81156     37.36775            34.36857
## Michael Brockers             63.13162     62.81775            66.73661
## Linval Joseph                69.98791     71.51236            74.25194
## Carl Davis                   39.11231     48.19400            39.85364
## Matthew Masifilo             30.04336     35.11748            31.23037
## Louis Trinca-Pasat           24.84102     25.59994            22.97029
## Jonathan Babineaux           72.22165     69.06161            65.11640
## Sen'Derrick Marks            84.01161     75.97912            79.44375
## Gabe Wright                  33.94343     35.44947            22.55377
## Kawann Short                 76.44468     73.67898            72.59528
## Jesse Williams               36.79244     48.75902            41.93164
## Angelo Blackson              30.13522     35.69488            28.28063
## Jabaal Sheard                77.64936     79.50169            69.16842
## A.J. Francis                 20.65143     24.23491            19.42218
## Sylvester Williams           55.77174     55.35501            50.39692
## Roy Miller                   47.41389     51.51863            50.84906
## Sharrif Floyd                82.25708     81.95276            81.24904
## Tyrunn Walker                68.94510     62.10219            57.80727
## Tom Johnson                  66.07733     51.63615            60.77310
## Mitch Unrein                 53.71578     54.93329            51.51155
## Devon Still                  48.64053     50.88240            47.33381
## Shamar Stephen               35.32324     37.24456            37.56130
## Louis Nix III                44.27901     45.55346            48.06313
## Brandon Williams             69.23956     69.47204            76.37074
## Will Sutton                  45.14235     41.28338            41.91869
## Montori Hughes               37.53267     36.01378            38.03104
## Ken Bishop                   21.18227     28.04586            23.23491
## Michael Bennett              45.31096     44.00373            31.75935
## Dominique Easley             58.36605     59.29313            52.47906
## Lawrence Virgil              24.00134     32.70529            24.74873
## Marvin Austin Jr.            50.01855     48.48642            41.63975
## Gerald McCoy                 93.03672     89.84000            92.28456
## Nick Fairley                 80.98661     80.47649            80.60302
## Charles Tuaau                13.12050     16.56773            15.34061
## Jordan Phillips              24.49064     30.90116            26.83588
## Wade Keliikipi               27.25780     30.08472            32.58412
## Ricky Havili-Heimuli         23.00763     25.62547            27.02928
## Sealver Siliga               53.32532     50.55529            60.82586
## Terrance Knighton            77.47176     79.82716            80.68784
## Robert Thomas                17.03912     21.49311            19.99814
## Sammie Hill                  56.82983     53.50418            57.57822
## Beau Allen                   32.55333     34.24382            35.36900
## Malcom Brown                 48.80267     49.57896            44.39776
## Vince Wilfork                78.38362     76.27851            85.57637
## Johnathan Hankins            74.84489     72.58594            79.66620
## Corey Peters                 65.60623     61.26809            61.66119
## Colin Cole                   44.62340     36.62707            43.38891
## Dan Williams                 73.07355     74.96653            81.52168
##                      Speed Rushing DT Fast Balanced DT
## Ndamukong Suh                91.41525         92.66255
## Nick Hayden                  32.51884         36.55980
## Joe Vellano                  37.59354         40.14477
## Domata Peko                  31.37034         34.11992
## Star Lotulelei               64.17360         69.54613
## Tony McDaniel                53.06477         54.92212
## Alan Branch                  53.70668         57.56394
## Darius Kilgo                 19.78705         20.40505
## Steve McLendon               68.42170         68.56854
## Danny Shelton                32.85091         38.28617
## Davon Coleman                49.28518         33.79034
## Chris Whaley                 34.08714         31.44058
## Grady Jarrett                45.94672         40.58330
## Dominique Hamilton           28.43967         29.56243
## Caraun Reid                  49.15231         44.79042
## Letroy Guion                 45.99883         44.54477
## Stacy McGee                  40.26641         40.99924
## Jerrell Powe                 30.26235         37.11761
## Ahtyba Rubin                 42.47539         49.50115
## Ian Williams                 55.79265         60.17482
## Doug Worthington             32.16190         34.06663
## Chigbo Anunoby               26.89112         24.89867
## Paul Soliai                  55.13747         59.71911
## Sean Lissemore               52.05268         56.09109
## Terrell McClain              55.34425         58.83561
## Micanor Regis                35.77027         29.04415
## Al Woods                     50.22902         51.84690
## Aaron Donald                 92.55546         92.19041
## Bennie Logan                 57.87174         61.13857
## Corbin Bryant                41.87885         38.15836
## Tyrone Crawford              78.45422         75.91413
## Justin Hamilton              32.62601         30.34077
## Christo Bilukidi             55.45162         40.50824
## Alameda Ta'amu               32.90760         38.66121
## David Parry                  27.97959         28.96309
## Jared Odrick                 75.37808         73.56029
## Deandre Coleman              29.91813         29.32082
## Earl Mitchell                74.36664         73.47186
## Jimmy Staten                 27.36204         25.87268
## Marcus Hardison              52.17594         34.14535
## Kwame Geathers               24.62668         27.31930
## Stefan Charles               41.55604         39.35776
## Akeem Spence                 59.77239         49.12940
## Abry Jones                   38.41900         33.22453
## Ricky Lumpkin                30.17441         31.17930
## Josh Chapman                 38.21612         43.49976
## Glenn Dorsey                 61.24124         53.63300
## Geno Atkins                  84.19375         86.19507
## Pat Sims                     44.15098         50.26033
## Marcell Dareus               87.76586         89.53134
## Ishmaa'ily Kitchen           32.33999         35.82957
## Markus Kuhn                  43.38348         45.36161
## Christian Ringo              38.18584         31.11453
## Chris Jones                  36.73414         36.74082
## Justin Ellis                 45.68437         49.78062
## Brandon Mebane               64.63097         70.34450
## D'Anthony Smith              42.59350         37.34557
## Ziggy Hood                   72.77157         63.94386
## Brandon Deaderick            27.72518         30.15978
## Quinton Dial                 40.98728         45.10885
## Damon Harrison               58.87991         65.99830
## Kyle Love                    37.87435         38.27461
## Jermelle Cudjo               45.55222         42.36607
## Clinton McDonald             66.61621         68.18803
## Jay Bromley                  43.74201         42.38297
## Antonio Johnson              41.96505         42.30216
## Brandon Thompson             34.40672         35.60675
## Brodrick Bunkley             49.82203         55.85872
## Eddie Goldman                36.93388         34.22450
## Ryan Carrethers              36.68140         36.21869
## Chris Baker                  61.01019         60.77588
## Deon Simon                   24.46030         25.05714
## Jordan Hill                  67.36101         54.76371
## Haloti Ngata                 73.39840         81.33306
## Kyle Williams                79.72138         84.58192
## Phil Taylor                  57.61432         61.49333
## Dontari Poe                  77.67966         81.73596
## John Jenkins                 41.13589         47.35019
## Daniel McCullers             23.85646         27.17681
## C.J. Mosley                  52.28409         56.13526
## Dwan Edwards                 38.72143         42.38130
## Anthony Johnson              40.69570         34.48553
## Henry Melton                 81.42808         80.01278
## B.J. Raji                    58.41159         63.22468
## Kenrick Ellis                40.87429         46.23729
## Ra'Shede Hageman             55.19532         50.79897
## Mike Pennel                  37.20311         36.16926
## Michael Brockers             58.98468         63.39611
## Linval Joseph                66.26134         70.13952
## Carl Davis                   44.90250         42.60837
## Matthew Masifilo             32.80112         34.94584
## Louis Trinca-Pasat           28.23222         30.73574
## Jonathan Babineaux           76.69618         69.11259
## Sen'Derrick Marks            83.36833         81.34967
## Gabe Wright                  48.64612         31.54930
## Kawann Short                 78.34658         75.21227
## Jesse Williams               40.01667         42.26336
## Angelo Blackson              36.69305         35.22187
## Jabaal Sheard                86.11042         78.87868
## A.J. Francis                 24.63519         21.65916
## Sylvester Williams           61.12228         55.97410
## Roy Miller                   47.18899         52.27267
## Sharrif Floyd                83.15014         82.70606
## Tyrunn Walker                74.80887         64.64552
## Tom Johnson                  61.13785         57.95443
## Mitch Unrein                 57.31382         57.11769
## Devon Still                  51.95871         51.71456
## Shamar Stephen               34.33323         35.83589
## Louis Nix III                40.75525         41.17988
## Brandon Williams             60.65663         67.22193
## Will Sutton                  45.66496         42.97209
## Montori Hughes               35.83244         36.42930
## Ken Bishop                   23.65330         22.88234
## Michael Bennett              59.13937         42.96617
## Dominique Easley             65.21646         59.89554
## Lawrence Virgil              29.80800         30.64229
## Marvin Austin Jr.            58.30692         53.14686
## Gerald McCoy                 91.59568         91.04948
## Nick Fairley                 81.05172         81.01073
## Charles Tuaau                13.15732         14.01448
## Jordan Phillips              26.53071         27.10596
## Wade Keliikipi               23.87749         27.69965
## Ricky Havili-Heimuli         20.71148         23.01614
## Sealver Siliga               42.94115         50.10462
## Terrance Knighton            75.63764         78.44244
## Robert Thomas                17.00783         18.20902
## Sammie Hill                  53.76641         56.78863
## Beau Allen                   30.66231         31.76065
## Malcom Brown                 54.13557         49.63503
## Vince Wilfork                66.91087         76.90568
## Johnathan Hankins            67.08846         72.38333
## Corey Peters                 66.82556         65.57632
## Colin Cole                   39.64867         38.61666
## Dan Williams                 63.95694         73.76108
##     Tackling      Speed  Awareness
## 1 -0.9254978  0.7266092  0.1988886
## 2 -0.1206774 -0.1637237  0.2844011
## 3  0.6544091 -0.9281635  0.2737544
## 4 -0.5681365  1.2491347 -0.6809982
## 5  0.7432532 -0.1915631 -0.5516901
##                      Quick And Aware DT Balanced DT Big Slow Gap Filler
## Ndamukong Suh                  92.47213    92.60399            92.65978
## Nick Hayden                    36.68665    38.27801            38.89296
## Joe Vellano                    41.35738    44.03370            46.04543
## Domata Peko                    41.00136    42.51910            42.88585
## Star Lotulelei                 73.55573    79.31569            83.76949
## Tony McDaniel                  59.03611    60.92941            62.11406
## Alan Branch                    56.62114    60.80608            64.16945
## Darius Kilgo                   17.05239    19.69415            23.22313
## Steve McLendon                 72.99960    73.82282            74.35603
## Danny Shelton                  40.44518    49.29179            57.29158
## Davon Coleman                  40.45115    31.64078            25.52867
## Chris Whaley                   28.26120    21.00099            15.43189
## Grady Jarrett                  37.21904    31.43284            27.02786
## Dominique Hamilton             31.05918    32.93156            34.54195
## Caraun Reid                    40.09461    31.93819            25.30464
## Letroy Guion                   51.23673    47.13543            42.72511
## Stacy McGee                    41.26284    40.79580            40.18491
## Jerrell Powe                   33.58357    40.12390            46.01732
## Ahtyba Rubin                   50.30305    56.65933            61.55954
## Ian Williams                   60.02701    64.89550            69.00389
## Doug Worthington               33.90164    33.82932            33.58725
## Chigbo Anunoby                 30.33234    34.58651            38.94968
## Paul Soliai                    59.46959    63.85997            67.17585
## Sean Lissemore                 52.31757    51.57337            50.28823
## Terrell McClain                51.72705    54.37293            56.66027
## Micanor Regis                  29.16331    23.25638            18.93111
## Al Woods                       49.68860    53.50599            57.06729
## Aaron Donald                   89.88624    88.37690            87.13065
## Bennie Logan                   60.37778    63.45693            66.01590
## Corbin Bryant                  40.11965    35.58952            31.67926
## Tyrone Crawford                73.84117    68.73752            63.74058
## Justin Hamilton                27.85150    23.71953            20.35919
## Christo Bilukidi               48.20245    38.23906            30.75604
## Alameda Ta'amu                 38.16064    45.49139            52.24819
## David Parry                    27.23157    31.09138            35.16354
## Jared Odrick                   76.65009    72.36614            67.63317
## Deandre Coleman                24.02291    24.97829            26.45309
## Earl Mitchell                  70.06067    62.08458            53.69223
## Jimmy Staten                   23.31006    24.76645            26.91599
## Marcus Hardison                36.92941    25.27000            17.75483
## Kwame Geathers                 28.48736    34.51093            40.44829
## Stefan Charles                 42.23189    38.32188            34.62990
## Akeem Spence                   54.49139    47.27699            41.39772
## Abry Jones                     35.69928    31.42481            27.82705
## Ricky Lumpkin                  33.36731    35.58407            37.49042
## Josh Chapman                   42.02467    48.44616            54.06309
## Glenn Dorsey                   62.60539    59.02836            56.00549
## Geno Atkins                    84.66016    83.17252            81.24917
## Pat Sims                       46.68007    50.09942            52.68946
## Marcell Dareus                 88.44644    90.03325            91.33104
## Ishmaa'ily Kitchen             34.14144    39.03963            43.59898
## Markus Kuhn                    38.58399    37.04779            35.64091
## Christian Ringo                28.24141    20.81523            15.59956
## Chris Jones                    39.90333    39.30007            38.39656
## Justin Ellis                   45.95593    48.79996            51.24643
## Brandon Mebane                 71.97177    76.10231            78.98927
## D'Anthony Smith                38.08086    30.90320            25.10106
## Ziggy Hood                     68.59750    59.47374            50.74039
## Brandon Deaderick              33.48681    33.81954            33.57657
## Quinton Dial                   47.41530    52.24447            56.42427
## Damon Harrison                 72.27081    80.29844            85.90740
## Kyle Love                      43.76830    44.37542            44.50524
## Jermelle Cudjo                 42.06577    36.98959            32.49290
## Clinton McDonald               64.56814    61.52594            58.17146
## Jay Bromley                    37.22214    34.63684            32.81848
## Antonio Johnson                45.47930    43.89042            42.05250
## Brandon Thompson               33.29076    34.48152            35.63563
## Brodrick Bunkley               56.61026    62.50153            67.08074
## Eddie Goldman                  36.84898    37.37425            38.19238
## Ryan Carrethers                37.77029    43.51231            49.44458
## Chris Baker                    58.99397    56.42081            53.73582
## Deon Simon                     20.23885    24.74747            30.07189
## Jordan Hill                    64.06950    54.42470            46.02013
## Haloti Ngata                   82.09274    87.13765            90.39932
## Kyle Williams                  86.14811    88.57166            90.03185
## Phil Taylor                    60.75905    64.45084            67.59332
## Dontari Poe                    77.50238    80.19128            82.50762
## John Jenkins                   45.40296    51.86447            57.64984
## Daniel McCullers               26.47469    32.95910            39.42621
## C.J. Mosley                    58.63893    61.28218            63.02394
## Dwan Edwards                   47.49485    48.48796            48.35556
## Anthony Johnson                36.42609    31.67763            28.00852
## Henry Melton                   77.86333    70.29266            61.92203
## B.J. Raji                      62.79590    66.67038            69.53748
## Kenrick Ellis                  45.03255    51.20656            56.73256
## Ra'Shede Hageman               48.35896    47.24494            47.28771
## Mike Pennel                    34.72762    34.79747            34.99229
## Michael Brockers               62.01736    64.75600            67.07148
## Linval Joseph                  69.35641    73.74295            77.37435
## Carl Davis                     38.40340    40.05237            42.38577
## Matthew Masifilo               30.07174    31.06312            31.86057
## Louis Trinca-Pasat             22.71344    19.14016            16.02872
## Jonathan Babineaux             77.48824    72.13689            66.72327
## Sen'Derrick Marks              83.60772    78.63191            72.89468
## Gabe Wright                    36.38980    26.33623            19.55499
## Kawann Short                   76.20688    72.34636            68.69991
## Jesse Williams                 34.77336    39.68841            45.24848
## Angelo Blackson                29.42432    26.81263            24.94293
## Jabaal Sheard                  81.25276    73.74811            66.32795
## A.J. Francis                   20.03377    19.32448            19.16417
## Sylvester Williams             57.83621    52.70542            48.14461
## Roy Miller                     46.96493    50.22084            52.70897
## Sharrif Floyd                  81.58550    80.18381            78.92328
## Tyrunn Walker                  71.95897    61.80013            51.94280
## Tom Johnson                    65.92295    60.73288            55.17964
## Mitch Unrein                   54.06612    51.25735            48.50820
## Devon Still                    48.02708    45.84184            44.04499
## Shamar Stephen                 34.45125    36.54414            38.65086
## Louis Nix III                  43.44266    48.79637            53.94270
## Brandon Williams               67.79865    75.35890            81.20050
## Will Sutton                    44.67251    42.04412            39.54783
## Montori Hughes                 36.27690    36.49687            36.73533
## Ken Bishop                     19.74425    22.50813            25.92934
## Michael Bennett                49.60463    36.63679            26.78717
## Dominique Easley               57.73262    51.30728            46.00989
## Lawrence Virgil                21.21851    21.64249            22.49075
## Marvin Austin Jr.              51.24970    41.64560            33.28894
## Gerald McCoy                   92.34422    91.46694            90.57427
## Nick Fairley                   79.24631    78.41870            77.81001
## Charles Tuaau                  12.00190    14.35658            17.07609
## Jordan Phillips                23.72957    25.99037            28.72423
## Wade Keliikipi                 27.44104    32.01808            36.65088
## Ricky Havili-Heimuli           23.36553    27.78957            32.21194
## Sealver Siliga                 52.41866    60.28265            66.57957
## Terrance Knighton              77.51807    80.98428            83.76643
## Robert Thomas                  16.16364    19.68355            23.55839
## Sammie Hill                    56.82871    56.98207            56.55596
## Beau Allen                     31.77423    35.20431            38.58774
## Malcom Brown                   47.62855    43.59514            40.34265
## Vince Wilfork                  78.37149    85.50840            89.96546
## Johnathan Hankins              72.97951    78.03584            81.93637
## Corey Peters                   66.67073    62.31446            57.70300
## Colin Cole                     46.90409    46.20310            45.03396
## Dan Williams                   71.79747    80.46522            86.41827
##                      Speed Rushing DT Strong DT
## Ndamukong Suh                92.09248  92.27419
## Nick Hayden                  31.97136  33.94574
## Joe Vellano                  38.71641  42.81983
## Domata Peko                  35.27655  37.02603
## Star Lotulelei               72.56479  81.85362
## Tony McDaniel                55.88845  58.71742
## Alan Branch                  54.30550  61.05432
## Darius Kilgo                 21.62866  27.48698
## Steve McLendon               71.73743  72.98662
## Danny Shelton                39.38598  54.05937
## Davon Coleman                48.80363  34.50065
## Chris Whaley                 28.51461  17.02232
## Grady Jarrett                40.87295  31.46972
## Dominique Hamilton           30.23237  33.24846
## Caraun Reid                  41.36443  28.11430
## Letroy Guion                 47.43723  40.21419
## Stacy McGee                  40.22609  39.32633
## Jerrell Powe                 31.56843  42.22032
## Ahtyba Rubin                 45.49832  55.56123
## Ian Williams                 58.95978  66.92561
## Doug Worthington             32.90742  32.66808
## Chigbo Anunoby               31.71021  39.23312
## Paul Soliai                  55.92701  62.94704
## Sean Lissemore               48.91313  47.25571
## Terrell McClain              50.96238  55.28993
## Micanor Regis                32.65259  22.92397
## Al Woods                     50.11026  56.52014
## Aaron Donald                 91.15085  88.94763
## Bennie Logan                 59.16026  64.16832
## Corbin Bryant                40.68084  33.24226
## Tyrone Crawford              74.07879  65.39118
## Justin Hamilton              28.71039  21.97982
## Christo Bilukidi             55.09975  39.14617
## Alameda Ta'amu               37.40141  49.62367
## David Parry                  28.89434  35.85497
## Jared Odrick                 74.28664  66.26622
## Deandre Coleman              27.26783  29.40211
## Earl Mitchell                67.27499  52.90394
## Jimmy Staten                 27.56609  30.80537
## Marcus Hardison              47.41374  27.84079
## Kwame Geathers               28.55554  38.88719
## Stefan Charles               41.07748  34.52846
## Akeem Spence                 58.47220  46.95305
## Abry Jones                   36.53419  29.54198
## Ricky Lumpkin                32.39505  35.96698
## Josh Chapman                 40.14648  50.63203
## Glenn Dorsey                 64.44599  58.73291
## Geno Atkins                  82.15079  79.01597
## Pat Sims                     43.51896  48.82445
## Marcell Dareus               88.32594  90.89258
## Ishmaa'ily Kitchen           33.54254  41.71630
## Markus Kuhn                  38.52556  35.96358
## Christian Ringo              32.24845  19.95629
## Chris Jones                  37.90866  36.67870
## Justin Ellis                 44.94698  49.57471
## Brandon Mebane               67.80707  74.56995
## D'Anthony Smith              39.62636  27.94599
## Ziggy Hood                   69.43947  54.07081
## Brandon Deaderick            30.43114  30.60066
## Quinton Dial                 46.03486  53.92994
## Damon Harrison               68.95911  82.11967
## Kyle Love                    41.34365  42.05386
## Jermelle Cudjo               41.99126  33.62079
## Clinton McDonald             61.89019  56.32384
## Jay Bromley                  40.24960  36.20880
## Antonio Johnson              43.28204  40.39518
## Brandon Thompson             33.53284  35.56735
## Brodrick Bunkley             52.84576  62.33353
## Eddie Goldman                38.73341  39.85834
## Ryan Carrethers              40.59837  50.74676
## Chris Baker                  57.37005  52.82473
## Deon Simon                   23.83240  32.81143
## Jordan Hill                  67.90430  52.44325
## Haloti Ngata                 78.07265  86.75352
## Kyle Williams                82.25228  86.45478
## Phil Taylor                  59.88964  65.93523
## Dontari Poe                  77.63489  82.01305
## John Jenkins                 44.67636  55.37300
## Daniel McCullers             26.45833  37.61685
## C.J. Mosley                  54.79572  58.82178
## Dwan Edwards                 41.59872  42.51771
## Anthony Johnson              39.35269  31.65170
## Henry Melton                 75.57090  61.45077
## B.J. Raji                    59.35052  65.54576
## Kenrick Ellis                44.24320  54.45796
## Ra'Shede Hageman             54.43265  53.31279
## Mike Pennel                  35.47017  35.67863
## Michael Brockers             61.16951  65.64249
## Linval Joseph                68.66634  75.81670
## Carl Davis                   42.90619  46.29832
## Matthew Masifilo             29.36707  30.92749
## Louis Trinca-Pasat           21.70848  16.00762
## Jonathan Babineaux           77.52223  68.27194
## Sen'Derrick Marks            81.57508  71.93382
## Gabe Wright                  44.70686  27.98784
## Kawann Short                 76.99868  70.59849
## Jesse Williams               39.55735  48.71956
## Angelo Blackson              32.12969  27.95488
## Jabaal Sheard                83.82421  71.86425
## A.J. Francis                 22.97057  22.05468
## Sylvester Williams           58.98627  50.54919
## Roy Miller                   44.07913  49.15089
## Sharrif Floyd                82.03071  79.74504
## Tyrunn Walker                73.40238  56.35586
## Tom Johnson                  62.73085  53.33423
## Mitch Unrein                 53.18025  48.36990
## Devon Still                  49.20393  45.69179
## Shamar Stephen               35.23637  38.88231
## Louis Nix III                44.53788  53.64796
## Brandon Williams             66.44419  78.64135
## Will Sutton                  44.05336  39.61931
## Montori Hughes               36.47786  36.87099
## Ken Bishop                   23.31689  28.98884
## Michael Bennett              55.84239  34.89537
## Dominique Easley             61.36474  51.15685
## Lawrence Virgil              23.81030  24.90100
## Marvin Austin Jr.            51.74242  35.95046
## Gerald McCoy                 92.24645  90.71150
## Nick Fairley                 80.16214  78.91840
## Charles Tuaau                13.36513  17.96490
## Jordan Phillips              26.70972  31.17330
## Wade Keliikipi               28.24226  36.25787
## Ricky Havili-Heimuli         23.44395  31.07427
## Sealver Siliga               48.67040  61.39101
## Terrance Knighton            76.80845  82.44451
## Robert Thomas                17.34164  23.89227
## Sammie Hill                  53.58566  53.44861
## Beau Allen                   32.37683  38.29751
## Malcom Brown                 50.00259  43.53450
## Vince Wilfork                72.86732  85.19532
## Johnathan Hankins            71.27432  79.52258
## Corey Peters                 64.23897  56.40044
## Colin Cole                   43.92272  42.40446
## Dan Williams                 68.17764  82.39539
##                      Quick And Aware DT Balanced DT Big Slow Gap Filler
## Ndamukong Suh                  92.47213    92.60399            92.65978
## Nick Hayden                    36.68665    38.27801            38.89296
## Joe Vellano                    41.35738    44.03370            46.04543
## Domata Peko                    41.00136    42.51910            42.88585
## Star Lotulelei                 73.55573    79.31569            83.76949
## Tony McDaniel                  59.03611    60.92941            62.11406
## Alan Branch                    56.62114    60.80608            64.16945
## Darius Kilgo                   17.05239    19.69415            23.22313
## Steve McLendon                 72.99960    73.82282            74.35603
## Danny Shelton                  40.44518    49.29179            57.29158
## Davon Coleman                  40.45115    31.64078            25.52867
## Chris Whaley                   28.26120    21.00099            15.43189
## Grady Jarrett                  37.21904    31.43284            27.02786
## Dominique Hamilton             31.05918    32.93156            34.54195
## Caraun Reid                    40.09461    31.93819            25.30464
## Letroy Guion                   51.23673    47.13543            42.72511
## Stacy McGee                    41.26284    40.79580            40.18491
## Jerrell Powe                   33.58357    40.12390            46.01732
## Ahtyba Rubin                   50.30305    56.65933            61.55954
## Ian Williams                   60.02701    64.89550            69.00389
## Doug Worthington               33.90164    33.82932            33.58725
## Chigbo Anunoby                 30.33234    34.58651            38.94968
## Paul Soliai                    59.46959    63.85997            67.17585
## Sean Lissemore                 52.31757    51.57337            50.28823
## Terrell McClain                51.72705    54.37293            56.66027
## Micanor Regis                  29.16331    23.25638            18.93111
## Al Woods                       49.68860    53.50599            57.06729
## Aaron Donald                   89.88624    88.37690            87.13065
## Bennie Logan                   60.37778    63.45693            66.01590
## Corbin Bryant                  40.11965    35.58952            31.67926
## Tyrone Crawford                73.84117    68.73752            63.74058
## Justin Hamilton                27.85150    23.71953            20.35919
## Christo Bilukidi               48.20245    38.23906            30.75604
## Alameda Ta'amu                 38.16064    45.49139            52.24819
## David Parry                    27.23157    31.09138            35.16354
## Jared Odrick                   76.65009    72.36614            67.63317
## Deandre Coleman                24.02291    24.97829            26.45309
## Earl Mitchell                  70.06067    62.08458            53.69223
## Jimmy Staten                   23.31006    24.76645            26.91599
## Marcus Hardison                36.92941    25.27000            17.75483
## Kwame Geathers                 28.48736    34.51093            40.44829
## Stefan Charles                 42.23189    38.32188            34.62990
## Akeem Spence                   54.49139    47.27699            41.39772
## Abry Jones                     35.69928    31.42481            27.82705
## Ricky Lumpkin                  33.36731    35.58407            37.49042
## Josh Chapman                   42.02467    48.44616            54.06309
## Glenn Dorsey                   62.60539    59.02836            56.00549
## Geno Atkins                    84.66016    83.17252            81.24917
## Pat Sims                       46.68007    50.09942            52.68946
## Marcell Dareus                 88.44644    90.03325            91.33104
## Ishmaa'ily Kitchen             34.14144    39.03963            43.59898
## Markus Kuhn                    38.58399    37.04779            35.64091
## Christian Ringo                28.24141    20.81523            15.59956
## Chris Jones                    39.90333    39.30007            38.39656
## Justin Ellis                   45.95593    48.79996            51.24643
## Brandon Mebane                 71.97177    76.10231            78.98927
## D'Anthony Smith                38.08086    30.90320            25.10106
## Ziggy Hood                     68.59750    59.47374            50.74039
## Brandon Deaderick              33.48681    33.81954            33.57657
## Quinton Dial                   47.41530    52.24447            56.42427
## Damon Harrison                 72.27081    80.29844            85.90740
## Kyle Love                      43.76830    44.37542            44.50524
## Jermelle Cudjo                 42.06577    36.98959            32.49290
## Clinton McDonald               64.56814    61.52594            58.17146
## Jay Bromley                    37.22214    34.63684            32.81848
## Antonio Johnson                45.47930    43.89042            42.05250
## Brandon Thompson               33.29076    34.48152            35.63563
## Brodrick Bunkley               56.61026    62.50153            67.08074
## Eddie Goldman                  36.84898    37.37425            38.19238
## Ryan Carrethers                37.77029    43.51231            49.44458
## Chris Baker                    58.99397    56.42081            53.73582
## Deon Simon                     20.23885    24.74747            30.07189
## Jordan Hill                    64.06950    54.42470            46.02013
## Haloti Ngata                   82.09274    87.13765            90.39932
## Kyle Williams                  86.14811    88.57166            90.03185
## Phil Taylor                    60.75905    64.45084            67.59332
## Dontari Poe                    77.50238    80.19128            82.50762
## John Jenkins                   45.40296    51.86447            57.64984
## Daniel McCullers               26.47469    32.95910            39.42621
## C.J. Mosley                    58.63893    61.28218            63.02394
## Dwan Edwards                   47.49485    48.48796            48.35556
## Anthony Johnson                36.42609    31.67763            28.00852
## Henry Melton                   77.86333    70.29266            61.92203
## B.J. Raji                      62.79590    66.67038            69.53748
## Kenrick Ellis                  45.03255    51.20656            56.73256
## Ra'Shede Hageman               48.35896    47.24494            47.28771
## Mike Pennel                    34.72762    34.79747            34.99229
## Michael Brockers               62.01736    64.75600            67.07148
## Linval Joseph                  69.35641    73.74295            77.37435
## Carl Davis                     38.40340    40.05237            42.38577
## Matthew Masifilo               30.07174    31.06312            31.86057
## Louis Trinca-Pasat             22.71344    19.14016            16.02872
## Jonathan Babineaux             77.48824    72.13689            66.72327
## Sen'Derrick Marks              83.60772    78.63191            72.89468
## Gabe Wright                    36.38980    26.33623            19.55499
## Kawann Short                   76.20688    72.34636            68.69991
## Jesse Williams                 34.77336    39.68841            45.24848
## Angelo Blackson                29.42432    26.81263            24.94293
## Jabaal Sheard                  81.25276    73.74811            66.32795
## A.J. Francis                   20.03377    19.32448            19.16417
## Sylvester Williams             57.83621    52.70542            48.14461
## Roy Miller                     46.96493    50.22084            52.70897
## Sharrif Floyd                  81.58550    80.18381            78.92328
## Tyrunn Walker                  71.95897    61.80013            51.94280
## Tom Johnson                    65.92295    60.73288            55.17964
## Mitch Unrein                   54.06612    51.25735            48.50820
## Devon Still                    48.02708    45.84184            44.04499
## Shamar Stephen                 34.45125    36.54414            38.65086
## Louis Nix III                  43.44266    48.79637            53.94270
## Brandon Williams               67.79865    75.35890            81.20050
## Will Sutton                    44.67251    42.04412            39.54783
## Montori Hughes                 36.27690    36.49687            36.73533
## Ken Bishop                     19.74425    22.50813            25.92934
## Michael Bennett                49.60463    36.63679            26.78717
## Dominique Easley               57.73262    51.30728            46.00989
## Lawrence Virgil                21.21851    21.64249            22.49075
## Marvin Austin Jr.              51.24970    41.64560            33.28894
## Gerald McCoy                   92.34422    91.46694            90.57427
## Nick Fairley                   79.24631    78.41870            77.81001
## Charles Tuaau                  12.00190    14.35658            17.07609
## Jordan Phillips                23.72957    25.99037            28.72423
## Wade Keliikipi                 27.44104    32.01808            36.65088
## Ricky Havili-Heimuli           23.36553    27.78957            32.21194
## Sealver Siliga                 52.41866    60.28265            66.57957
## Terrance Knighton              77.51807    80.98428            83.76643
## Robert Thomas                  16.16364    19.68355            23.55839
## Sammie Hill                    56.82871    56.98207            56.55596
## Beau Allen                     31.77423    35.20431            38.58774
## Malcom Brown                   47.62855    43.59514            40.34265
## Vince Wilfork                  78.37149    85.50840            89.96546
## Johnathan Hankins              72.97951    78.03584            81.93637
## Corey Peters                   66.67073    62.31446            57.70300
## Colin Cole                     46.90409    46.20310            45.03396
## Dan Williams                   71.79747    80.46522            86.41827
##                      Speed Rushing DT Strong DT V6
## Ndamukong Suh                92.09248  92.27419 96
## Nick Hayden                  31.97136  33.94574 71
## Joe Vellano                  38.71641  42.81983 73
## Domata Peko                  35.27655  37.02603 72
## Star Lotulelei               72.56479  81.85362 87
## Tony McDaniel                55.88845  58.71742 79
## Alan Branch                  54.30550  61.05432 79
## Darius Kilgo                 21.62866  27.48698 62
## Steve McLendon               71.73743  72.98662 84
## Danny Shelton                39.38598  54.05937 75
## Davon Coleman                48.80363  34.50065 67
## Chris Whaley                 28.51461  17.02232 63
## Grady Jarrett                40.87295  31.46972 67
## Dominique Hamilton           30.23237  33.24846 68
## Caraun Reid                  41.36443  28.11430 68
## Letroy Guion                 47.43723  40.21419 74
## Stacy McGee                  40.22609  39.32633 71
## Jerrell Powe                 31.56843  42.22032 71
## Ahtyba Rubin                 45.49832  55.56123 78
## Ian Williams                 58.95978  66.92561 80
## Doug Worthington             32.90742  32.66808 69
## Chigbo Anunoby               31.71021  39.23312 69
## Paul Soliai                  55.92701  62.94704 80
## Sean Lissemore               48.91313  47.25571 76
## Terrell McClain              50.96238  55.28993 77
## Micanor Regis                32.65259  22.92397 64
## Al Woods                     50.11026  56.52014 76
## Aaron Donald                 91.15085  88.94763 92
## Bennie Logan                 59.16026  64.16832 80
## Corbin Bryant                40.68084  33.24226 69
## Tyrone Crawford              74.07879  65.39118 82
## Justin Hamilton              28.71039  21.97982 64
## Christo Bilukidi             55.09975  39.14617 70
## Alameda Ta'amu               37.40141  49.62367 73
## David Parry                  28.89434  35.85497 67
## Jared Odrick                 74.28664  66.26622 84
## Deandre Coleman              27.26783  29.40211 64
## Earl Mitchell                67.27499  52.90394 80
## Jimmy Staten                 27.56609  30.80537 64
## Marcus Hardison              47.41374  27.84079 64
## Kwame Geathers               28.55554  38.88719 69
## Stefan Charles               41.07748  34.52846 70
## Akeem Spence                 58.47220  46.95305 73
## Abry Jones                   36.53419  29.54198 68
## Ricky Lumpkin                32.39505  35.96698 69
## Josh Chapman                 40.14648  50.63203 74
## Glenn Dorsey                 64.44599  58.73291 78
## Geno Atkins                  82.15079  79.01597 89
## Pat Sims                     43.51896  48.82445 75
## Marcell Dareus               88.32594  90.89258 94
## Ishmaa'ily Kitchen           33.54254  41.71630 71
## Markus Kuhn                  38.52556  35.96358 70
## Christian Ringo              32.24845  19.95629 62
## Chris Jones                  37.90866  36.67870 71
## Justin Ellis                 44.94698  49.57471 74
## Brandon Mebane               67.80707  74.56995 86
## D'Anthony Smith              39.62636  27.94599 67
## Ziggy Hood                   69.43947  54.07081 78
## Brandon Deaderick            30.43114  30.60066 69
## Quinton Dial                 46.03486  53.92994 76
## Damon Harrison               68.95911  82.11967 88
## Kyle Love                    41.34365  42.05386 73
## Jermelle Cudjo               41.99126  33.62079 70
## Clinton McDonald             61.89019  56.32384 79
## Jay Bromley                  40.24960  36.20880 69
## Antonio Johnson              43.28204  40.39518 73
## Brandon Thompson             33.53284  35.56735 69
## Brodrick Bunkley             52.84576  62.33353 80
## Eddie Goldman                38.73341  39.85834 70
## Ryan Carrethers              40.59837  50.74676 72
## Chris Baker                  57.37005  52.82473 77
## Deon Simon                   23.83240  32.81143 64
## Jordan Hill                  67.90430  52.44325 76
## Haloti Ngata                 78.07265  86.75352 92
## Kyle Williams                82.25228  86.45478 93
## Phil Taylor                  59.88964  65.93523 80
## Dontari Poe                  77.63489  82.01305 87
## John Jenkins                 44.67636  55.37300 75
## Daniel McCullers             26.45833  37.61685 68
## C.J. Mosley                  54.79572  58.82178 79
## Dwan Edwards                 41.59872  42.51771 75
## Anthony Johnson              39.35269  31.65170 67
## Henry Melton                 75.57090  61.45077 83
## B.J. Raji                    59.35052  65.54576 81
## Kenrick Ellis                44.24320  54.45796 75
## Ra'Shede Hageman             54.43265  53.31279 73
## Mike Pennel                  35.47017  35.67863 69
## Michael Brockers             61.16951  65.64249 80
## Linval Joseph                68.66634  75.81670 84
## Carl Davis                   42.90619  46.29832 71
## Matthew Masifilo             29.36707  30.92749 68
## Louis Trinca-Pasat           21.70848  16.00762 62
## Jonathan Babineaux           77.52223  68.27194 83
## Sen'Derrick Marks            81.57508  71.93382 87
## Gabe Wright                  44.70686  27.98784 65
## Kawann Short                 76.99868  70.59849 83
## Jesse Williams               39.55735  48.71956 71
## Angelo Blackson              32.12969  27.95488 65
## Jabaal Sheard                83.82421  71.86425 84
## A.J. Francis                 22.97057  22.05468 62
## Sylvester Williams           58.98627  50.54919 76
## Roy Miller                   44.07913  49.15089 75
## Sharrif Floyd                82.03071  79.74504 87
## Tyrunn Walker                73.40238  56.35586 79
## Tom Johnson                  62.73085  53.33423 79
## Mitch Unrein                 53.18025  48.36990 75
## Devon Still                  49.20393  45.69179 73
## Shamar Stephen               35.23637  38.88231 70
## Louis Nix III                44.53788  53.64796 74
## Brandon Williams             66.44419  78.64135 85
## Will Sutton                  44.05336  39.61931 72
## Montori Hughes               36.47786  36.87099 70
## Ken Bishop                   23.31689  28.98884 63
## Michael Bennett              55.84239  34.89537 69
## Dominique Easley             61.36474  51.15685 75
## Lawrence Virgil              23.81030  24.90100 63
## Marvin Austin Jr.            51.74242  35.95046 72
## Gerald McCoy                 92.24645  90.71150 95
## Nick Fairley                 80.16214  78.91840 86
## Charles Tuaau                13.36513  17.96490 59
## Jordan Phillips              26.70972  31.17330 65
## Wade Keliikipi               28.24226  36.25787 68
## Ricky Havili-Heimuli         23.44395  31.07427 66
## Sealver Siliga               48.67040  61.39101 79
## Terrance Knighton            76.80845  82.44451 88
## Robert Thomas                17.34164  23.89227 62
## Sammie Hill                  53.58566  53.44861 78
## Beau Allen                   32.37683  38.29751 69
## Malcom Brown                 50.00259  43.53450 72
## Vince Wilfork                72.86732  85.19532 91
## Johnathan Hankins            71.27432  79.52258 86
## Corey Peters                 64.23897  56.40044 80
## Colin Cole                   43.92272  42.40446 74
## Dan Williams                 68.17764  82.39539 88
##                      Power Rushing DT Quick Hitter Big Slow Gap Filler
## Ndamukong Suh                93.36248     91.58504            93.88371
## Nick Hayden                  35.20707     33.78801            37.04345
## Joe Vellano                  42.39152     39.10185            44.57977
## Domata Peko                  38.03566     31.02748            39.39314
## Star Lotulelei               75.05504     70.74474            80.70454
## Tony McDaniel                58.59523     53.29918            59.93546
## Alan Branch                  56.07149     58.35064            59.89959
## Darius Kilgo                 17.58315     25.83327            20.75037
## Steve McLendon               72.36242     68.07226            72.84748
## Danny Shelton                42.71739     41.13064            50.84713
## Davon Coleman                36.48072     38.73845            26.60298
## Chris Whaley                 28.81249     26.26342            23.02080
## Grady Jarrett                38.27392     40.16661            32.84458
## Dominique Hamilton           31.72158     29.59713            33.24852
## Caraun Reid                  41.10839     40.54929            33.95553
## Letroy Guion                 50.65599     38.97673            46.73818
## Stacy McGee                  41.04536     39.64013            40.87319
## Jerrell Powe                 35.74731     37.68803            42.65417
## Ahtyba Rubin                 48.74808     49.26435            55.09825
## Ian Williams                 59.83076     61.65136            64.70653
## Doug Worthington             35.18689     32.05350            35.90738
## Chigbo Anunoby               28.93967     29.84166            30.98333
## Paul Soliai                  57.38157     60.14379            61.50147
## Sean Lissemore               52.41462     52.03440            52.97056
## Terrell McClain              52.84825     59.42075            55.47606
## Micanor Regis                29.38091     28.68569            23.46678
## Al Woods                     48.21842     55.40859            51.37718
## Aaron Donald                 90.57715     92.03067            89.72398
## Bennie Logan                 60.16274     61.64395            63.33626
## Corbin Bryant                38.78583     36.65041            34.53234
## Tyrone Crawford              74.86237     73.16077            70.20662
## Justin Hamilton              29.46745     27.87019            25.75926
## Christo Bilukidi             42.82850     44.13747            32.06854
## Alameda Ta'amu               38.39334     41.48140            45.82980
## David Parry                  27.18491     33.19250            30.40238
## Jared Odrick                 76.45989     68.77229            72.39358
## Deandre Coleman              24.52222     33.28657            25.45442
## Earl Mitchell                69.87697     66.41856            63.54546
## Jimmy Staten                 23.56885     30.87062            24.77486
## Marcus Hardison              33.29141     38.88580            21.44821
## Kwame Geathers               28.94440     30.59931            34.19849
## Stefan Charles               42.17302     36.10043            38.48897
## Akeem Spence                 50.32964     51.46190            41.98426
## Abry Jones                   34.68293     32.63624            29.87100
## Ricky Lumpkin                33.03859     31.81481            34.77961
## Josh Chapman                 42.25218     45.44891            48.34164
## Glenn Dorsey                 57.86577     56.07778            52.95458
## Geno Atkins                  85.62399     82.31604            85.02172
## Pat Sims                     46.95656     48.78543            51.18861
## Marcell Dareus               89.47283     89.75352            91.08209
## Ishmaa'ily Kitchen           34.83198     37.87312            39.33798
## Markus Kuhn                  38.23261     44.10928            38.01735
## Christian Ringo              29.43687     29.51583            22.39282
## Chris Jones                  39.30705     34.97405            38.61566
## Justin Ellis                 46.07122     50.12826            49.48557
## Brandon Mebane               71.78860     68.86584            76.00885
## D'Anthony Smith              38.96997     33.96110            32.33481
## Ziggy Hood                   63.45089     62.58619            53.36113
## Brandon Deaderick            32.73473     27.41327            33.76890
## Quinton Dial                 47.96731     45.73755            52.81653
## Damon Harrison               73.53910     67.22581            80.67747
## Kyle Love                    42.64032     36.86239            42.88298
## Jermelle Cudjo               42.03674     39.53070            37.25796
## Clinton McDonald             65.19323     63.68326            63.24766
## Jay Bromley                  39.61382     42.26767            37.81110
## Antonio Johnson              44.43753     39.50577            43.32644
## Brandon Thompson             34.35481     36.16188            35.61134
## Brodrick Bunkley             53.62445     56.91801            59.51861
## Eddie Goldman                36.85725     36.76101            36.39360
## Ryan Carrethers              37.66580     42.84320            41.71902
## Chris Baker                  59.19825     57.90218            56.84202
## Deon Simon                   20.82138     32.01966            24.55391
## Jordan Hill                  61.38519     54.90573            50.45183
## Haloti Ngata                 82.59527     80.17941            87.88854
## Kyle Williams                86.91572     81.85520            89.38467
## Phil Taylor                  61.33848     62.05039            65.20819
## Dontari Poe                  79.09836     82.00462            82.50285
## John Jenkins                 45.99989     49.35147            52.93983
## Daniel McCullers             27.33425     30.70495            33.04364
## C.J. Mosley                  59.48355     53.56571            61.98698
## Dwan Edwards                 45.41864     38.19033            46.74368
## Anthony Johnson              36.34762     34.78033            31.23232
## Henry Melton                 77.49448     73.86458            71.28227
## B.J. Raji                    62.66658     62.46097            66.47338
## Kenrick Ellis                46.68337     47.97081            52.98028
## Ra'Shede Hageman             49.40857     55.35043            47.92910
## Mike Pennel                  34.81156     37.36775            34.36857
## Michael Brockers             63.13162     62.81775            66.73661
## Linval Joseph                69.98791     71.51236            74.25194
## Carl Davis                   39.11231     48.19400            39.85364
## Matthew Masifilo             30.04336     35.11748            31.23037
## Louis Trinca-Pasat           24.84102     25.59994            22.97029
## Jonathan Babineaux           72.22165     69.06161            65.11640
## Sen'Derrick Marks            84.01161     75.97912            79.44375
## Gabe Wright                  33.94343     35.44947            22.55377
## Kawann Short                 76.44468     73.67898            72.59528
## Jesse Williams               36.79244     48.75902            41.93164
## Angelo Blackson              30.13522     35.69488            28.28063
## Jabaal Sheard                77.64936     79.50169            69.16842
## A.J. Francis                 20.65143     24.23491            19.42218
## Sylvester Williams           55.77174     55.35501            50.39692
## Roy Miller                   47.41389     51.51863            50.84906
## Sharrif Floyd                82.25708     81.95276            81.24904
## Tyrunn Walker                68.94510     62.10219            57.80727
## Tom Johnson                  66.07733     51.63615            60.77310
## Mitch Unrein                 53.71578     54.93329            51.51155
## Devon Still                  48.64053     50.88240            47.33381
## Shamar Stephen               35.32324     37.24456            37.56130
## Louis Nix III                44.27901     45.55346            48.06313
## Brandon Williams             69.23956     69.47204            76.37074
## Will Sutton                  45.14235     41.28338            41.91869
## Montori Hughes               37.53267     36.01378            38.03104
## Ken Bishop                   21.18227     28.04586            23.23491
## Michael Bennett              45.31096     44.00373            31.75935
## Dominique Easley             58.36605     59.29313            52.47906
## Lawrence Virgil              24.00134     32.70529            24.74873
## Marvin Austin Jr.            50.01855     48.48642            41.63975
## Gerald McCoy                 93.03672     89.84000            92.28456
## Nick Fairley                 80.98661     80.47649            80.60302
## Charles Tuaau                13.12050     16.56773            15.34061
## Jordan Phillips              24.49064     30.90116            26.83588
## Wade Keliikipi               27.25780     30.08472            32.58412
## Ricky Havili-Heimuli         23.00763     25.62547            27.02928
## Sealver Siliga               53.32532     50.55529            60.82586
## Terrance Knighton            77.47176     79.82716            80.68784
## Robert Thomas                17.03912     21.49311            19.99814
## Sammie Hill                  56.82983     53.50418            57.57822
## Beau Allen                   32.55333     34.24382            35.36900
## Malcom Brown                 48.80267     49.57896            44.39776
## Vince Wilfork                78.38362     76.27851            85.57637
## Johnathan Hankins            74.84489     72.58594            79.66620
## Corey Peters                 65.60623     61.26809            61.66119
## Colin Cole                   44.62340     36.62707            43.38891
## Dan Williams                 73.07355     74.96653            81.52168
##                      Speed Rushing DT Fast Balanced DT V6
## Ndamukong Suh                91.41525         92.66255 96
## Nick Hayden                  32.51884         36.55980 71
## Joe Vellano                  37.59354         40.14477 73
## Domata Peko                  31.37034         34.11992 72
## Star Lotulelei               64.17360         69.54613 87
## Tony McDaniel                53.06477         54.92212 79
## Alan Branch                  53.70668         57.56394 79
## Darius Kilgo                 19.78705         20.40505 62
## Steve McLendon               68.42170         68.56854 84
## Danny Shelton                32.85091         38.28617 75
## Davon Coleman                49.28518         33.79034 67
## Chris Whaley                 34.08714         31.44058 63
## Grady Jarrett                45.94672         40.58330 67
## Dominique Hamilton           28.43967         29.56243 68
## Caraun Reid                  49.15231         44.79042 68
## Letroy Guion                 45.99883         44.54477 74
## Stacy McGee                  40.26641         40.99924 71
## Jerrell Powe                 30.26235         37.11761 71
## Ahtyba Rubin                 42.47539         49.50115 78
## Ian Williams                 55.79265         60.17482 80
## Doug Worthington             32.16190         34.06663 69
## Chigbo Anunoby               26.89112         24.89867 69
## Paul Soliai                  55.13747         59.71911 80
## Sean Lissemore               52.05268         56.09109 76
## Terrell McClain              55.34425         58.83561 77
## Micanor Regis                35.77027         29.04415 64
## Al Woods                     50.22902         51.84690 76
## Aaron Donald                 92.55546         92.19041 92
## Bennie Logan                 57.87174         61.13857 80
## Corbin Bryant                41.87885         38.15836 69
## Tyrone Crawford              78.45422         75.91413 82
## Justin Hamilton              32.62601         30.34077 64
## Christo Bilukidi             55.45162         40.50824 70
## Alameda Ta'amu               32.90760         38.66121 73
## David Parry                  27.97959         28.96309 67
## Jared Odrick                 75.37808         73.56029 84
## Deandre Coleman              29.91813         29.32082 64
## Earl Mitchell                74.36664         73.47186 80
## Jimmy Staten                 27.36204         25.87268 64
## Marcus Hardison              52.17594         34.14535 64
## Kwame Geathers               24.62668         27.31930 69
## Stefan Charles               41.55604         39.35776 70
## Akeem Spence                 59.77239         49.12940 73
## Abry Jones                   38.41900         33.22453 68
## Ricky Lumpkin                30.17441         31.17930 69
## Josh Chapman                 38.21612         43.49976 74
## Glenn Dorsey                 61.24124         53.63300 78
## Geno Atkins                  84.19375         86.19507 89
## Pat Sims                     44.15098         50.26033 75
## Marcell Dareus               87.76586         89.53134 94
## Ishmaa'ily Kitchen           32.33999         35.82957 71
## Markus Kuhn                  43.38348         45.36161 70
## Christian Ringo              38.18584         31.11453 62
## Chris Jones                  36.73414         36.74082 71
## Justin Ellis                 45.68437         49.78062 74
## Brandon Mebane               64.63097         70.34450 86
## D'Anthony Smith              42.59350         37.34557 67
## Ziggy Hood                   72.77157         63.94386 78
## Brandon Deaderick            27.72518         30.15978 69
## Quinton Dial                 40.98728         45.10885 76
## Damon Harrison               58.87991         65.99830 88
## Kyle Love                    37.87435         38.27461 73
## Jermelle Cudjo               45.55222         42.36607 70
## Clinton McDonald             66.61621         68.18803 79
## Jay Bromley                  43.74201         42.38297 69
## Antonio Johnson              41.96505         42.30216 73
## Brandon Thompson             34.40672         35.60675 69
## Brodrick Bunkley             49.82203         55.85872 80
## Eddie Goldman                36.93388         34.22450 70
## Ryan Carrethers              36.68140         36.21869 72
## Chris Baker                  61.01019         60.77588 77
## Deon Simon                   24.46030         25.05714 64
## Jordan Hill                  67.36101         54.76371 76
## Haloti Ngata                 73.39840         81.33306 92
## Kyle Williams                79.72138         84.58192 93
## Phil Taylor                  57.61432         61.49333 80
## Dontari Poe                  77.67966         81.73596 87
## John Jenkins                 41.13589         47.35019 75
## Daniel McCullers             23.85646         27.17681 68
## C.J. Mosley                  52.28409         56.13526 79
## Dwan Edwards                 38.72143         42.38130 75
## Anthony Johnson              40.69570         34.48553 67
## Henry Melton                 81.42808         80.01278 83
## B.J. Raji                    58.41159         63.22468 81
## Kenrick Ellis                40.87429         46.23729 75
## Ra'Shede Hageman             55.19532         50.79897 73
## Mike Pennel                  37.20311         36.16926 69
## Michael Brockers             58.98468         63.39611 80
## Linval Joseph                66.26134         70.13952 84
## Carl Davis                   44.90250         42.60837 71
## Matthew Masifilo             32.80112         34.94584 68
## Louis Trinca-Pasat           28.23222         30.73574 62
## Jonathan Babineaux           76.69618         69.11259 83
## Sen'Derrick Marks            83.36833         81.34967 87
## Gabe Wright                  48.64612         31.54930 65
## Kawann Short                 78.34658         75.21227 83
## Jesse Williams               40.01667         42.26336 71
## Angelo Blackson              36.69305         35.22187 65
## Jabaal Sheard                86.11042         78.87868 84
## A.J. Francis                 24.63519         21.65916 62
## Sylvester Williams           61.12228         55.97410 76
## Roy Miller                   47.18899         52.27267 75
## Sharrif Floyd                83.15014         82.70606 87
## Tyrunn Walker                74.80887         64.64552 79
## Tom Johnson                  61.13785         57.95443 79
## Mitch Unrein                 57.31382         57.11769 75
## Devon Still                  51.95871         51.71456 73
## Shamar Stephen               34.33323         35.83589 70
## Louis Nix III                40.75525         41.17988 74
## Brandon Williams             60.65663         67.22193 85
## Will Sutton                  45.66496         42.97209 72
## Montori Hughes               35.83244         36.42930 70
## Ken Bishop                   23.65330         22.88234 63
## Michael Bennett              59.13937         42.96617 69
## Dominique Easley             65.21646         59.89554 75
## Lawrence Virgil              29.80800         30.64229 63
## Marvin Austin Jr.            58.30692         53.14686 72
## Gerald McCoy                 91.59568         91.04948 95
## Nick Fairley                 81.05172         81.01073 86
## Charles Tuaau                13.15732         14.01448 59
## Jordan Phillips              26.53071         27.10596 65
## Wade Keliikipi               23.87749         27.69965 68
## Ricky Havili-Heimuli         20.71148         23.01614 66
## Sealver Siliga               42.94115         50.10462 79
## Terrance Knighton            75.63764         78.44244 88
## Robert Thomas                17.00783         18.20902 62
## Sammie Hill                  53.76641         56.78863 78
## Beau Allen                   30.66231         31.76065 69
## Malcom Brown                 54.13557         49.63503 72
## Vince Wilfork                66.91087         76.90568 91
## Johnathan Hankins            67.08846         72.38333 86
## Corey Peters                 66.82556         65.57632 80
## Colin Cole                   39.64867         38.61666 74
## Dan Williams                 63.95694         73.76108 88
## [1] 0.06749357 0.34461951 0.14292100 0.16532573 0.27964018
##   Acceleration Awareness   Agility Finesse Pass Rushing  Tackling
## 1   0.09917487 0.2915766 0.1907274            0.2174290 0.2010922
## 2   0.19126454 0.2202867 0.1194375            0.1748965 0.2941147
## 3   0.07688008 0.3063279 0.2054786            0.1304043 0.2809092
## 4   0.19717517 0.2256905 0.1248413            0.2728139 0.1794792
## 5   0.18846045 0.2778289 0.1769797            0.1546727 0.2020582
## [1] 0.2788015 0.2597592 0.4614394
##    Tackling     Speed Awareness
## 1 0.1976470 0.3815363 0.4208168
## 2 0.2901694 0.2749778 0.4348527
## 3 0.3827014 0.1876838 0.4296147
## 4 0.2392435 0.4431696 0.3175869
## 5 0.3989422 0.2725627 0.3284951